diff --git a/.gitignore b/.gitignore
index 8d6a2cfb2bc74ba55204aedf26bac15520652a99..2857f706a844b0944922369bcd2616cc3b839999 100644
--- a/.gitignore
+++ b/.gitignore
@@ -24,6 +24,7 @@ data/unified_datasets/commongen/commongen_data.zip
data/unified_datasets/kvret/kvret_*
data/unified_datasets/metalwoz/metalwoz-*.zip
data/unified_datasets/personachat/original_data
+data/unified_datasets/wow/wizard_of_wikipedia
data/unified_datasets/**/stat.txt
data/unified_datasets/**/data
data/**/train.json
diff --git a/data/unified_datasets/personachat/preprocess.py b/data/unified_datasets/personachat/preprocess.py
index 060cec4c7817e0cd512e12362733a23b84a743a0..823c72a68fa2c12987a340f9bfa7484e69bace65 100644
--- a/data/unified_datasets/personachat/preprocess.py
+++ b/data/unified_datasets/personachat/preprocess.py
@@ -83,7 +83,7 @@ def preprocess():
with ZipFile('data.zip', 'w', ZIP_DEFLATED) as zf:
for filename in os.listdir(new_data_dir):
zf.write(f'{new_data_dir}/{filename}')
- # rmtree(new_data_dir)
+ rmtree(new_data_dir)
return dialogues, ontology
diff --git a/data/unified_datasets/wow/data.zip b/data/unified_datasets/wow/data.zip
new file mode 100644
index 0000000000000000000000000000000000000000..d21b6ba0bcd44507023aac80737676da1ebc4799
Binary files /dev/null and b/data/unified_datasets/wow/data.zip differ
diff --git a/data/unified_datasets/wow/dummy_data.json b/data/unified_datasets/wow/dummy_data.json
new file mode 100644
index 0000000000000000000000000000000000000000..80145a0829d623c5af881290ab476ed55641b707
--- /dev/null
+++ b/data/unified_datasets/wow/dummy_data.json
@@ -0,0 +1,881 @@
+[
+ {
+ "dataset": "wow",
+ "data_split": "train",
+ "dialogue_id": "wow-train-0",
+ "original_id": "train-0",
+ "topic": "Science fiction",
+ "turns": [
+ {
+ "speaker": "system",
+ "utterance": "I think science fiction is an amazing genre for anything. Future science, technology, time travel, FTL travel, they're all such interesting concepts.",
+ "utt_idx": 0,
+ "checked_sentence": "Science fiction (often shortened to SF or sci-fi) is a genre of speculative fiction, typically dealing with imaginative concepts such as futuristic science and technology, space travel, time travel, faster than light travel, parallel universes, and extraterrestrial life.",
+ "checked_passage": [
+ "Science fiction (often shortened to SF or sci-fi) is a genre of speculative fiction, typically dealing with imaginative concepts such as futuristic science and technology, space travel, time travel, faster than light travel, parallel universes, and extraterrestrial life.",
+ "Science fiction often explores the potential consequences of scientific and other innovations, and has been called a \"literature of ideas\".",
+ "It usually avoids the supernatural, unlike the related genre of fantasy.",
+ "Historically, science-fiction stories have had a grounding in actual science, but now this is only expected of hard science fiction."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "I'm a huge fan of science fiction myself!",
+ "utt_idx": 1
+ },
+ {
+ "speaker": "system",
+ "utterance": "Awesome! I really love how sci-fi storytellers focus on political/social/philosophical issues that would still be around even in the future. Makes them relatable.",
+ "utt_idx": 2,
+ "checked_sentence": "Science fiction films have often been used to focus on political or social issues, and to explore philosophical issues like the human condition.",
+ "checked_passage": [
+ "Science fiction film (or sci-fi film) is a genre that uses speculative, fictional science-based depictions of phenomena that are not fully accepted by mainstream science, such as extraterrestrial lifeforms, alien worlds, extrasensory perception and time travel, along with futuristic elements such as spacecraft, robots, cyborgs, interstellar travel or other technologies.",
+ "Science fiction films have often been used to focus on political or social issues, and to explore philosophical issues like the human condition.",
+ "In many cases, tropes derived from written science fiction may be used by filmmakers ignorant of or at best indifferent to the standards of scientific plausibility and plot logic to which written science fiction is traditionally held."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "I agree. One of my favorite forms of science fiction is anything related to time travel! I find it fascinating.",
+ "utt_idx": 3
+ },
+ {
+ "speaker": "system",
+ "utterance": "It's not quite sci-fi, but my favorite version of time travel is in Harry Potter and the Prisoner of Azkaban. Breaks zero logical rules.",
+ "utt_idx": 4,
+ "checked_sentence": "The central premise for these stories oftentimes involves changing history, either intentionally or by accident, and the ways by which altering the past changes the future and creates an altered present or future for the time traveler when they return home.",
+ "checked_passage": [
+ "Time travel is a common theme in fiction and has been depicted in a variety of media, such as literature, television, film, and advertisements.",
+ "The concept of time travel by mechanical means was popularized in H. G. Wells' 1895 story, \"The Time Machine\".",
+ "In general, time travel stories focus on the consequences of traveling into the past or the future.",
+ "The central premise for these stories oftentimes involves changing history, either intentionally or by accident, and the ways by which altering the past changes the future and creates an altered present or future for the time traveler when they return home."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "And that's difficult to do when dealing with time travel. I actually haven't seen the latest Harry Potter movies. Guess it's time to check them out!",
+ "utt_idx": 5
+ },
+ {
+ "speaker": "system",
+ "utterance": "If you really want a look at the potential negative consequences of scientific innovation, what you should check out is the TV show Fringe. Incredibly well written.",
+ "utt_idx": 6,
+ "checked_sentence": "Science fiction often explores the potential consequences of scientific and other innovations, and has been called a \"literature of ideas\".",
+ "checked_passage": [
+ "Science fiction (often shortened to SF or sci-fi) is a genre of speculative fiction, typically dealing with imaginative concepts such as futuristic science and technology, space travel, time travel, faster than light travel, parallel universes, and extraterrestrial life.",
+ "Science fiction often explores the potential consequences of scientific and other innovations, and has been called a \"literature of ideas\".",
+ "It usually avoids the supernatural, unlike the related genre of fantasy.",
+ "Historically, science-fiction stories have had a grounding in actual science, but now this is only expected of hard science fiction."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Thank you for the suggestion, I will definitely check it out!",
+ "utt_idx": 7
+ },
+ {
+ "speaker": "system",
+ "utterance": "It blends science fiction and paranormal/psychological/MK Ultra type stuff together, but it's science fiction at its core.",
+ "utt_idx": 8,
+ "checked_sentence": null,
+ "checked_passage": null
+ },
+ {
+ "speaker": "user",
+ "utterance": "Always looking for more science fiction to digest!",
+ "utt_idx": 9
+ }
+ ]
+ },
+ {
+ "dataset": "wow",
+ "data_split": "train",
+ "dialogue_id": "wow-train-1",
+ "original_id": "train-1",
+ "topic": "Internet access",
+ "turns": [
+ {
+ "speaker": "user",
+ "utterance": "Can you imagine the world without internet access?",
+ "utt_idx": 0
+ },
+ {
+ "speaker": "system",
+ "utterance": "No I could not! I couldn't imagine living when internet access was rare and very few people had it!",
+ "utt_idx": 1,
+ "checked_sentence": "Internet access was once rare, but has grown rapidly.",
+ "checked_passage": [
+ "Internet access is the ability of individuals and organizations to connect to the Internet using computer terminals, computers, and other devices; and to access services such as email and the World Wide Web.",
+ "Various technologies, at a wide range of speeds have been used by Internet service providers (ISPs) to provide this service.",
+ "Internet access was once rare, but has grown rapidly.",
+ "In 1995, only percent of the world's population had access, with well over half of those living in the United States, and consumer use was through dial-up.",
+ "By the first decade of the 21st century, many consumers in developed nations used faster broadband technology, and by 2014, 41 percent of the world's population had access, broadband was almost ubiquitous worldwide, and global average connection speeds exceeded 1 Mbit/s."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Oh me either! It seems like such a long time ago. I wonder when Internet was first created?",
+ "utt_idx": 2
+ },
+ {
+ "speaker": "system",
+ "utterance": "It used to be restricted, but around 1995, the restricted were lifted and commercial use of it began",
+ "utt_idx": 3,
+ "checked_sentence": "Use by a wider audience only came in 1995 when restrictions on the use of the Internet to carry commercial traffic were lifted.",
+ "checked_passage": [
+ "Internet access is the ability of individuals and organizations to connect to the Internet using computer terminals, computers, and other devices; and to access services such as email and the World Wide Web.",
+ "Various technologies, at a wide range of speeds have been used by Internet service providers (ISPs) to provide this service.",
+ "Internet access was once rare, but has grown rapidly.",
+ "In 1995, only percent of the world's population had access, with well over half of those living in the United States, and consumer use was through dial-up.",
+ "By the first decade of the 21st century, many consumers in developed nations used faster broadband technology, and by 2014, 41 percent of the world's population had access, broadband was almost ubiquitous worldwide, and global average connection speeds exceeded 1 Mbit/s."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "That is awesome. I wonder why it was restricted? Probably because they only wanted government and big companies to use it at first.",
+ "utt_idx": 4
+ },
+ {
+ "speaker": "system",
+ "utterance": "Yes, it was developed from a government funded projects to help with universities research and laboratories in the United States...I am so glad they expanded it!",
+ "utt_idx": 5,
+ "checked_sentence": "The Internet developed from the ARPANET, which was funded by the US government to support projects within the government and at universities and research laboratories in the US – but grew over time to include most of the world's large universities and the research arms of many technology companies.",
+ "checked_passage": null
+ },
+ {
+ "speaker": "user",
+ "utterance": "I am too, it makes life so much easier!",
+ "utt_idx": 6
+ },
+ {
+ "speaker": "system",
+ "utterance": "What is your favorite thing to do with internet access? I like being able to use my computer and smartphone to use my email and browse the world wide web",
+ "utt_idx": 7,
+ "checked_sentence": "Internet access is the ability of individuals and organizations to connect to the Internet using computer terminals, computers, and other devices; and to access services such as email and the World Wide Web.",
+ "checked_passage": null
+ }
+ ]
+ },
+ {
+ "dataset": "wow",
+ "data_split": "train",
+ "dialogue_id": "wow-train-2",
+ "original_id": "train-2",
+ "topic": "Pharmacist",
+ "turns": [
+ {
+ "speaker": "user",
+ "utterance": "I am just finishing my university course and I will be a qualified pharmacist. I am so excited about finishing and getting out there into the world of work! Do you work yourself?",
+ "utt_idx": 0
+ },
+ {
+ "speaker": "system",
+ "utterance": "Yes, I perform administrative duties as a pharmacy technician.",
+ "utt_idx": 1,
+ "checked_sentence": "They may also perform administrative duties in pharmaceutical practice, such as reviewing prescription requests with doctor's offices and insurance companies to ensure correct medications are provided and payment is received.",
+ "checked_passage": [
+ "A pharmacy technician is a health care provider who performs pharmacy-related functions, generally working under the direct supervision of a licensed pharmacist.",
+ "Pharmacy technicians work in a variety of locations (usually in community, retail, and hospital pharmacies), but can also work for long-term care facilities, pharmaceutical manufacturers, third-party insurance companies, computer software companies, or in government or teaching.",
+ "Job duties include dispensing prescription drugs and other medical devices to patients and instructing on their use.",
+ "They may also perform administrative duties in pharmaceutical practice, such as reviewing prescription requests with doctor's offices and insurance companies to ensure correct medications are provided and payment is received."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Fantastic so you know all about the field. I completed my four year course and also two 6 month placements but its not the same until you actually start working. Do you work in a busy pharmacy?",
+ "utt_idx": 2
+ },
+ {
+ "speaker": "system",
+ "utterance": "Yes, I work directly with a lot of patients.",
+ "utt_idx": 3,
+ "checked_sentence": "A pharmacist is a member of the health care team directly involved with patient care.",
+ "checked_passage": [
+ "Pharmacists, also known as chemists (Commonwealth English) or druggists (North American and, archaically, Commonwealth English), are healthcare professionals who practice in pharmacy, the field of health sciences focusing on safe and effective medication use.",
+ "A pharmacist is a member of the health care team directly involved with patient care.",
+ "Pharmacists undergo university-level education to understand the biochemical mechanisms and actions of drugs, drug uses, therapeutic roles, side effects, potential drug interactions, and monitoring parameters.",
+ "This is mated to anatomy, physiology, and pathophysiology."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Your role would be very important with face to face interaction with patients. Especially those who are unwell or very worried about a medical issue",
+ "utt_idx": 4
+ },
+ {
+ "speaker": "system",
+ "utterance": "Yes, it is necessary to develop our organization.",
+ "utt_idx": 5,
+ "checked_sentence": "Similarly it is also central to the development of various groups and organizations composed of those individuals.",
+ "checked_passage": [
+ "Face-to-face interaction (less often, face-to-face communication or face-to-face discourse) is a concept in sociology, linguistics, media and communication studies describing social interaction carried out without any mediating technology.",
+ "Face-to-face interaction is defined as the mutual influence of individuals’ direct physical presence with his/her body language.",
+ "Face-to-face interaction is one of the basic elements of the social system, forming a significant part of individual socialization and experience gaining throughout one's lifetime.",
+ "Similarly it is also central to the development of various groups and organizations composed of those individuals."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "I think that pharmacists, pharmacy technicians and all pharmacy staff are very important in society today. Society is moving towards more pharmacy care for minor ailments rather than GP. Would you agree?",
+ "utt_idx": 6
+ },
+ {
+ "speaker": "system",
+ "utterance": "Yes, without the monitoring tasks we do, while checking for side effects, there would be chaos.",
+ "utt_idx": 7,
+ "checked_sentence": "Pharmacists undergo university-level education to understand the biochemical mechanisms and actions of drugs, drug uses, therapeutic roles, side effects, potential drug interactions, and monitoring parameters.",
+ "checked_passage": [
+ "Pharmacists, also known as chemists (Commonwealth English) or druggists (North American and, archaically, Commonwealth English), are healthcare professionals who practice in pharmacy, the field of health sciences focusing on safe and effective medication use.",
+ "A pharmacist is a member of the health care team directly involved with patient care.",
+ "Pharmacists undergo university-level education to understand the biochemical mechanisms and actions of drugs, drug uses, therapeutic roles, side effects, potential drug interactions, and monitoring parameters.",
+ "This is mated to anatomy, physiology, and pathophysiology."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "I agree. It has been great talking with an experienced worker in the field I am trained in. Just cant wait to get my first job. I will be mentored first for a year which will be great.",
+ "utt_idx": 8
+ },
+ {
+ "speaker": "system",
+ "utterance": "I agree, just wait till you get your master of pharmacy, you won't need to be mentored anymore.",
+ "utt_idx": 9,
+ "checked_sentence": "Among other licensing requirements, different countries require pharmacists to hold either a Bachelor of Pharmacy, Master of Pharmacy, or Doctor of Pharmacy degree.",
+ "checked_passage": [
+ "Pharmacists, also known as chemists (Commonwealth English) or druggists (North American and, archaically, Commonwealth English), are healthcare professionals who practice in pharmacy, the field of health sciences focusing on safe and effective medication use.",
+ "A pharmacist is a member of the health care team directly involved with patient care.",
+ "Pharmacists undergo university-level education to understand the biochemical mechanisms and actions of drugs, drug uses, therapeutic roles, side effects, potential drug interactions, and monitoring parameters.",
+ "This is mated to anatomy, physiology, and pathophysiology."
+ ]
+ }
+ ]
+ },
+ {
+ "dataset": "wow",
+ "data_split": "train",
+ "dialogue_id": "wow-train-3",
+ "original_id": "train-3",
+ "topic": "Homebrewing",
+ "turns": [
+ {
+ "speaker": "user",
+ "utterance": "I have homebrewed before. Beer can be fun to craft.",
+ "utt_idx": 0
+ },
+ {
+ "speaker": "system",
+ "utterance": "basically homebrewing is personal small scale beer production",
+ "utt_idx": 1,
+ "checked_sentence": "Homebrewing is the brewing of beer on a small scale for personal, non-commercial purposes.",
+ "checked_passage": [
+ "Homebrewing is the brewing of beer on a small scale for personal, non-commercial purposes.",
+ "Beer has been brewed on the domestic level since its advent, thousands of years prior to its commercial production, although its legality has varied according to local regulation.",
+ "Beer has been brewed domestically throughout its 7,000-year history, beginning in the Neolithic period in Mesopotamia (modern Iraq), Egypt and China.",
+ "It seems to have first developed as thick beers; during this time meads, fruit wines and rice wines were also developed.",
+ "Women brewers dominated alcohol production on every occupied continent until commercialization and industrialization of brewing occurred."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Yes, that is correct. And it can be used to make some really cool concoctions.",
+ "utt_idx": 2
+ },
+ {
+ "speaker": "system",
+ "utterance": "beer has been brewed by home brewers even prior to commercial production",
+ "utt_idx": 3,
+ "checked_sentence": "Beer has been brewed on the domestic level since its advent, thousands of years prior to its commercial production, although its legality has varied according to local regulation.",
+ "checked_passage": [
+ "Homebrewing is the brewing of beer on a small scale for personal, non-commercial purposes.",
+ "Beer has been brewed on the domestic level since its advent, thousands of years prior to its commercial production, although its legality has varied according to local regulation.",
+ "Beer has been brewed domestically throughout its 7,000-year history, beginning in the Neolithic period in Mesopotamia (modern Iraq), Egypt and China.",
+ "It seems to have first developed as thick beers; during this time meads, fruit wines and rice wines were also developed.",
+ "Women brewers dominated alcohol production on every occupied continent until commercialization and industrialization of brewing occurred."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Home brewers have been around for centuries if not thousands of years.",
+ "utt_idx": 4
+ },
+ {
+ "speaker": "system",
+ "utterance": "when people first started they made thick beers, then fruit and rice wines",
+ "utt_idx": 5,
+ "checked_sentence": "It seems to have first developed as thick beers; during this time meads, fruit wines and rice wines were also developed.",
+ "checked_passage": [
+ "Homebrewing is the brewing of beer on a small scale for personal, non-commercial purposes.",
+ "Beer has been brewed on the domestic level since its advent, thousands of years prior to its commercial production, although its legality has varied according to local regulation.",
+ "Beer has been brewed domestically throughout its 7,000-year history, beginning in the Neolithic period in Mesopotamia (modern Iraq), Egypt and China.",
+ "It seems to have first developed as thick beers; during this time meads, fruit wines and rice wines were also developed.",
+ "Women brewers dominated alcohol production on every occupied continent until commercialization and industrialization of brewing occurred."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "That's interest. Rice is also very versatile.",
+ "utt_idx": 6
+ },
+ {
+ "speaker": "system",
+ "utterance": "woman were the main home brewers before beer was even commercialized",
+ "utt_idx": 7,
+ "checked_sentence": "Women brewers dominated alcohol production on every occupied continent until commercialization and industrialization of brewing occurred.",
+ "checked_passage": [
+ "Homebrewing is the brewing of beer on a small scale for personal, non-commercial purposes.",
+ "Beer has been brewed on the domestic level since its advent, thousands of years prior to its commercial production, although its legality has varied according to local regulation.",
+ "Beer has been brewed domestically throughout its 7,000-year history, beginning in the Neolithic period in Mesopotamia (modern Iraq), Egypt and China.",
+ "It seems to have first developed as thick beers; during this time meads, fruit wines and rice wines were also developed.",
+ "Women brewers dominated alcohol production on every occupied continent until commercialization and industrialization of brewing occurred."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "I did not know that. I bet they made some great beer.",
+ "utt_idx": 8
+ },
+ {
+ "speaker": "system",
+ "utterance": "the reason women did it mostly because it was considered a part of baking",
+ "utt_idx": 9,
+ "checked_sentence": "The tradition of brewing being in the domain of women stemmed from the fact that brewing was a by-product of gathering, and often considered a part of baking.",
+ "checked_passage": [
+ "Homebrewing is the brewing of beer on a small scale for personal, non-commercial purposes.",
+ "Beer has been brewed on the domestic level since its advent, thousands of years prior to its commercial production, although its legality has varied according to local regulation.",
+ "Beer has been brewed domestically throughout its 7,000-year history, beginning in the Neolithic period in Mesopotamia (modern Iraq), Egypt and China.",
+ "It seems to have first developed as thick beers; during this time meads, fruit wines and rice wines were also developed.",
+ "Women brewers dominated alcohol production on every occupied continent until commercialization and industrialization of brewing occurred."
+ ]
+ }
+ ]
+ },
+ {
+ "dataset": "wow",
+ "data_split": "train",
+ "dialogue_id": "wow-train-4",
+ "original_id": "train-4",
+ "topic": "Red hair",
+ "turns": [
+ {
+ "speaker": "user",
+ "utterance": "red hair is rare but looks good sometimes.",
+ "utt_idx": 0
+ },
+ {
+ "speaker": "system",
+ "utterance": "I know, it's a shame that red hair is only 1 to 2% of the population.",
+ "utt_idx": 1,
+ "checked_sentence": "Red hair (or ginger hair) occurs naturally in 1–2% of the human population.",
+ "checked_passage": [
+ "Red hair (or ginger hair) occurs naturally in 1–2% of the human population.",
+ "It occurs more frequently (2–6%) in people of northern or western European ancestry, and less frequently in other populations.",
+ "Red hair appears most commonly in people with two copies of a recessive allele on chromosome 16 which produces an altered version of the MC1R protein.",
+ "Red hair varies in hues from a deep burgundy or bright copper (reddish-brown or auburn) through to burnt orange or red-orange and strawberry blond.",
+ "It is characterized by high levels of the reddish pigment pheomelanin and relatively low levels of the dark pigment eumelanin."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "yea the really good red hair is great.",
+ "utt_idx": 2
+ },
+ {
+ "speaker": "system",
+ "utterance": "Agreed, which is why it is such a shame that red hair is so rare.",
+ "utt_idx": 3,
+ "checked_sentence": "Red hair (or ginger hair) occurs naturally in 1–2% of the human population.",
+ "checked_passage": [
+ "Red hair (or ginger hair) occurs naturally in 1–2% of the human population.",
+ "It occurs more frequently (2–6%) in people of northern or western European ancestry, and less frequently in other populations.",
+ "Red hair appears most commonly in people with two copies of a recessive allele on chromosome 16 which produces an altered version of the MC1R protein.",
+ "Red hair varies in hues from a deep burgundy or bright copper (reddish-brown or auburn) through to burnt orange or red-orange and strawberry blond.",
+ "It is characterized by high levels of the reddish pigment pheomelanin and relatively low levels of the dark pigment eumelanin."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "yea i know, i think europeans have more of it",
+ "utt_idx": 4
+ },
+ {
+ "speaker": "system",
+ "utterance": "They do, as they are 2 to 6% red haired people in northern or western Europe.",
+ "utt_idx": 5,
+ "checked_sentence": "It occurs more frequently (2–6%) in people of northern or western European ancestry, and less frequently in other populations.",
+ "checked_passage": [
+ "Red hair (or ginger hair) occurs naturally in 1–2% of the human population.",
+ "It occurs more frequently (2–6%) in people of northern or western European ancestry, and less frequently in other populations.",
+ "Red hair appears most commonly in people with two copies of a recessive allele on chromosome 16 which produces an altered version of the MC1R protein.",
+ "Red hair varies in hues from a deep burgundy or bright copper (reddish-brown or auburn) through to burnt orange or red-orange and strawberry blond.",
+ "It is characterized by high levels of the reddish pigment pheomelanin and relatively low levels of the dark pigment eumelanin."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "oh wow thats cool",
+ "utt_idx": 6
+ },
+ {
+ "speaker": "system",
+ "utterance": "I know, and the frequency is lower in other populations.",
+ "utt_idx": 7,
+ "checked_sentence": "It occurs more frequently (2–6%) in people of northern or western European ancestry, and less frequently in other populations.",
+ "checked_passage": [
+ "Red hair (or ginger hair) occurs naturally in 1–2% of the human population.",
+ "It occurs more frequently (2–6%) in people of northern or western European ancestry, and less frequently in other populations.",
+ "Red hair appears most commonly in people with two copies of a recessive allele on chromosome 16 which produces an altered version of the MC1R protein.",
+ "Red hair varies in hues from a deep burgundy or bright copper (reddish-brown or auburn) through to burnt orange or red-orange and strawberry blond.",
+ "It is characterized by high levels of the reddish pigment pheomelanin and relatively low levels of the dark pigment eumelanin."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "yea i think its the genes",
+ "utt_idx": 8
+ },
+ {
+ "speaker": "system",
+ "utterance": "I guess so, since it appears when two copies of the recessive allele on chromosome 16 is present.",
+ "utt_idx": 9,
+ "checked_sentence": "Red hair appears most commonly in people with two copies of a recessive allele on chromosome 16 which produces an altered version of the MC1R protein.",
+ "checked_passage": [
+ "Red hair (or ginger hair) occurs naturally in 1–2% of the human population.",
+ "It occurs more frequently (2–6%) in people of northern or western European ancestry, and less frequently in other populations.",
+ "Red hair appears most commonly in people with two copies of a recessive allele on chromosome 16 which produces an altered version of the MC1R protein.",
+ "Red hair varies in hues from a deep burgundy or bright copper (reddish-brown or auburn) through to burnt orange or red-orange and strawberry blond.",
+ "It is characterized by high levels of the reddish pigment pheomelanin and relatively low levels of the dark pigment eumelanin."
+ ]
+ }
+ ]
+ },
+ {
+ "dataset": "wow",
+ "data_split": "train",
+ "dialogue_id": "wow-train-5",
+ "original_id": "train-5",
+ "topic": "Romance (love)",
+ "turns": [
+ {
+ "speaker": "system",
+ "utterance": "I don't know how to be romantic. I have trouble expressing emotional attraction.",
+ "utt_idx": 0,
+ "checked_sentence": "Romance is the expressive and pleasurable feeling from an emotional attraction towards another person.",
+ "checked_passage": [
+ "Romance is the expressive and pleasurable feeling from an emotional attraction towards another person.",
+ "This feeling is associated with, but does not necessitate, sexual attraction.",
+ "For most people it is eros rather than agape, philia, or storge.",
+ "In the context of romantic love relationships, romance usually implies an expression of one's strong romantic love, or one's deep and strong emotional desires to connect with another person intimately or romantically.",
+ "Historically, the term \"\"romance\"\" originates with the medieval ideal of chivalry as set out in its \"chivalric romance\" literature.",
+ "Humans have a natural inclination to form bonds with one another through social interactions, be it through verbal communication or nonverbal gestures."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "I feel the same. I find it hard to make many friends so finding a romantic partner seems impossible.",
+ "utt_idx": 1
+ },
+ {
+ "speaker": "system",
+ "utterance": "The term \"romance\" originated in the medieval ideal of chivalry.",
+ "utt_idx": 2,
+ "checked_sentence": "Historically, the term \"\"romance\"\" originates with the medieval ideal of chivalry as set out in its \"chivalric romance\" literature.",
+ "checked_passage": [
+ "Romance is the expressive and pleasurable feeling from an emotional attraction towards another person.",
+ "This feeling is associated with, but does not necessitate, sexual attraction.",
+ "For most people it is eros rather than agape, philia, or storge.",
+ "In the context of romantic love relationships, romance usually implies an expression of one's strong romantic love, or one's deep and strong emotional desires to connect with another person intimately or romantically.",
+ "Historically, the term \"\"romance\"\" originates with the medieval ideal of chivalry as set out in its \"chivalric romance\" literature.",
+ "Humans have a natural inclination to form bonds with one another through social interactions, be it through verbal communication or nonverbal gestures."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Interesting. I feel that today the meaning has been changed to fit with Hollywood's idea of romance.",
+ "utt_idx": 3
+ },
+ {
+ "speaker": "system",
+ "utterance": "For sure. Romantic love is relative but usually accepted as moments of intimacy.",
+ "utt_idx": 4,
+ "checked_sentence": "Romantic love is a relative term, but generally accepted as a definition that distinguishes moments and situations within intimate relationships to an individual as contributing to a significant relationship connection.",
+ "checked_passage": [
+ "Romance is the expressive and pleasurable feeling from an emotional attraction towards another person.",
+ "This feeling is associated with, but does not necessitate, sexual attraction.",
+ "For most people it is eros rather than agape, philia, or storge.",
+ "In the context of romantic love relationships, romance usually implies an expression of one's strong romantic love, or one's deep and strong emotional desires to connect with another person intimately or romantically.",
+ "Historically, the term \"\"romance\"\" originates with the medieval ideal of chivalry as set out in its \"chivalric romance\" literature.",
+ "Humans have a natural inclination to form bonds with one another through social interactions, be it through verbal communication or nonverbal gestures."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Romance can be small acts, like making breakfast for your significant other. But it's portrayed as grand gestures which are unattainable.",
+ "utt_idx": 5
+ },
+ {
+ "speaker": "system",
+ "utterance": "I agree it has been portrayed as impossible actions. Love consists of a variety of emotion and mental states.",
+ "utt_idx": 6,
+ "checked_sentence": "Love encompasses a variety of different emotional and mental states, typically strongly and positively experienced, ranging from the deepest interpersonal affection to the simplest pleasure.",
+ "checked_passage": [
+ "Love encompasses a variety of different emotional and mental states, typically strongly and positively experienced, ranging from the deepest interpersonal affection to the simplest pleasure.",
+ "An example of this range of meanings is that the love of a mother differs from the love of a spouse differs from the love of food.",
+ "Most commonly, love refers to a feeling of strong attraction and emotional attachment.",
+ "Love can also be a virtue representing human kindness, compassion, and affection—\"the unselfish loyal and benevolent concern for the good of another\".",
+ "It may also describe compassionate and affectionate actions towards other humans, one's self or animals."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "It seems that in todays world it can be even harder to find a partner too.",
+ "utt_idx": 7
+ },
+ {
+ "speaker": "system",
+ "utterance": "Good point. Romance is associated with perfect partners, which is often unattainable. Sexual attraction often is stronger.",
+ "utt_idx": 8,
+ "checked_sentence": "This feeling is associated with, but does not necessitate, sexual attraction.",
+ "checked_passage": null
+ },
+ {
+ "speaker": "user",
+ "utterance": "I suppose. But I think that sexual attraction is just the initial feeling which then turns into romance.",
+ "utt_idx": 9
+ }
+ ]
+ },
+ {
+ "dataset": "wow",
+ "data_split": "train",
+ "dialogue_id": "wow-train-6",
+ "original_id": "train-6",
+ "topic": "Krav Maga",
+ "turns": [
+ {
+ "speaker": "system",
+ "utterance": "Hello. I hope you might enjoy or know something about Krav Maga?",
+ "utt_idx": 0,
+ "checked_sentence": null,
+ "checked_passage": null
+ },
+ {
+ "speaker": "user",
+ "utterance": "I have no idea what or who that might be. Why do people know them?",
+ "utt_idx": 1
+ },
+ {
+ "speaker": "system",
+ "utterance": "I think Krav Maga is a martial art sport. That's the reason I picked it. The only other option I had no info on!",
+ "utt_idx": 2,
+ "checked_sentence": "Krav Maga (; , \"lit.\"",
+ "checked_passage": [
+ "Krav Maga (; , \"lit.\"",
+ "\"contact-combat\") is a military self-defence and fighting system developed for the Israel Defense Forces (IDF) and Israeli security forces (Shin Bet and Mossad) that derived from a combination of techniques sourced from Boxing, Wrestling, Aikido, Judo, Karate along with realistic fight training.",
+ "Krav Maga is known for its focus on real-world situations and its extreme efficiency.",
+ "It was derived from the street-fighting experience of Hungarian-Israeli martial artist Imi Lichtenfeld, who made use of his training as a boxer and wrestler as a means of defending the Jewish quarter against fascist groups in Bratislava, Czechoslovakia, in the mid-to-late 1930s."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Do you know how long it's been around?",
+ "utt_idx": 3
+ },
+ {
+ "speaker": "system",
+ "utterance": "According to the info I have available to me it's an Israeli self-defence system combining karate, judo, boxing, and realistic fight training. Sounds dangerous!",
+ "utt_idx": 4,
+ "checked_sentence": "\"contact-combat\") is a military self-defence and fighting system developed for the Israel Defense Forces (IDF) and Israeli security forces (Shin Bet and Mossad) that derived from a combination of techniques sourced from Boxing, Wrestling, Aikido, Judo, Karate along with realistic fight training.",
+ "checked_passage": [
+ "Krav Maga (; , \"lit.\"",
+ "\"contact-combat\") is a military self-defence and fighting system developed for the Israel Defense Forces (IDF) and Israeli security forces (Shin Bet and Mossad) that derived from a combination of techniques sourced from Boxing, Wrestling, Aikido, Judo, Karate along with realistic fight training.",
+ "Krav Maga is known for its focus on real-world situations and its extreme efficiency.",
+ "It was derived from the street-fighting experience of Hungarian-Israeli martial artist Imi Lichtenfeld, who made use of his training as a boxer and wrestler as a means of defending the Jewish quarter against fascist groups in Bratislava, Czechoslovakia, in the mid-to-late 1930s."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "It sounds painful.",
+ "utt_idx": 5
+ },
+ {
+ "speaker": "system",
+ "utterance": "yeah I agree. It also comes from street fighting. To me that means \"limited rules\".",
+ "utt_idx": 6,
+ "checked_sentence": "It was derived from the street-fighting experience of Hungarian-Israeli martial artist Imi Lichtenfeld, who made use of his training as a boxer and wrestler as a means of defending the Jewish quarter against fascist groups in Bratislava, Czechoslovakia, in the mid-to-late 1930s.",
+ "checked_passage": [
+ "Krav Maga (; , \"lit.\"",
+ "\"contact-combat\") is a military self-defence and fighting system developed for the Israel Defense Forces (IDF) and Israeli security forces (Shin Bet and Mossad) that derived from a combination of techniques sourced from Boxing, Wrestling, Aikido, Judo, Karate along with realistic fight training.",
+ "Krav Maga is known for its focus on real-world situations and its extreme efficiency.",
+ "It was derived from the street-fighting experience of Hungarian-Israeli martial artist Imi Lichtenfeld, who made use of his training as a boxer and wrestler as a means of defending the Jewish quarter against fascist groups in Bratislava, Czechoslovakia, in the mid-to-late 1930s."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Sounds very violent and not the smartest thing to be doing.",
+ "utt_idx": 7
+ }
+ ]
+ },
+ {
+ "dataset": "wow",
+ "data_split": "train",
+ "dialogue_id": "wow-train-7",
+ "original_id": "train-7",
+ "topic": "Bank teller",
+ "turns": [
+ {
+ "speaker": "user",
+ "utterance": "I have been trying for years to become a bank teller.",
+ "utt_idx": 0
+ },
+ {
+ "speaker": "system",
+ "utterance": "i think most bank job require require experience with handling",
+ "utt_idx": 1,
+ "checked_sentence": "Most teller jobs require experience with handling cash and a high school diploma.",
+ "checked_passage": [
+ "A bank teller (often abbreviated to simply teller) is an employee of a bank who deals directly with customers.",
+ "In some places, this employee is known as a cashier or customer representative.",
+ "Most teller jobs require experience with handling cash and a high school diploma.",
+ "Most banks provide on-the-job training.",
+ "Tellers are considered a \"front line\" in the banking business because they are the first people who a customer sees at the bank.",
+ "Being front line staff they are most likely to detect and stop fraudulent transactions in order to prevent losses at a bank (counterfeit currency and checks, identity theft, confidence tricks, etc.)."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "I agree, I have very little experience in the field, Maybe thats why I cant get hired.",
+ "utt_idx": 2
+ },
+ {
+ "speaker": "system",
+ "utterance": "Most banks provide on-the-job training for there employees",
+ "utt_idx": 3,
+ "checked_sentence": "Most banks provide on-the-job training.",
+ "checked_passage": [
+ "The Bank Job is a British television game show broadcast live on Channel 4, hosted by George Lamb.",
+ "It was first broadcast on 2 January 2012 and ended on 17 March 2012.",
+ "Standing in a bank vault with 25 safe deposit boxes, four contestants answered questions to open the boxes and accumulate prize money during three rounds.",
+ "The winner of the third round advanced to a grand final at the end of the week, in which their entire total was placed in a jackpot that went to the eventual winner.",
+ "In the first round, cash amounts totaling £150,000 were placed in the boxes, at least four of which were left empty."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "I see, doesnt that cost a lot of money to train employees?",
+ "utt_idx": 4
+ },
+ {
+ "speaker": "system",
+ "utterance": "The law was enacted to establish federal assistance programs to prepare youth and unskilled adults for entry into the labor force and to provide job training to economically",
+ "utt_idx": 5,
+ "checked_sentence": "The law was enacted to establish federal assistance programs to prepare youth and unskilled adults for entry into the labor force and to provide job training to economically disadvantaged and other individuals facing serious barriers to employment.",
+ "checked_passage": [
+ "The Job Training Partnership Act of 1982 (, , et seq.)",
+ "was a United States federal law passed October 13, 1982, by the United States Department of Labor during the Ronald Reagan administration.",
+ "The law was the successor to the previous federal job training legislation, the Comprehensive Employment and Training Act (CETA).",
+ "It was repealed by the Workforce Investment Act of 1998 during the administration of President Bill Clinton.",
+ "The law was enacted to establish federal assistance programs to prepare youth and unskilled adults for entry into the labor force and to provide job training to economically disadvantaged and other individuals facing serious barriers to employment."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "That does sound like a good idea. Do you know of any such programs?",
+ "utt_idx": 6
+ },
+ {
+ "speaker": "system",
+ "utterance": "Some of these federal programs included the Civilian Conservation Corps (CCC) etc",
+ "utt_idx": 7,
+ "checked_sentence": "Some of these federal programs included the Civilian Conservation Corps (CCC), the Civil Works Administration (CWA), the Farm Security Administration (FSA), the National Industrial Recovery Act of 1933 (NIRA) and the Social Security Administration (SSA).",
+ "checked_passage": [
+ "The New Deal was a series of federal programs, public work projects, financial reforms and regulations enacted in the United States during the 1930s in response to the Great Depression.",
+ "Some of these federal programs included the Civilian Conservation Corps (CCC), the Civil Works Administration (CWA), the Farm Security Administration (FSA), the National Industrial Recovery Act of 1933 (NIRA) and the Social Security Administration (SSA).",
+ "These programs included support for farmers, the unemployed, youth and the elderly as well as new constraints and safeguards on the banking industry and changes to the monetary system."
+ ]
+ }
+ ]
+ },
+ {
+ "dataset": "wow",
+ "data_split": "train",
+ "dialogue_id": "wow-train-8",
+ "original_id": "train-8",
+ "topic": "Parachuting",
+ "turns": [
+ {
+ "speaker": "system",
+ "utterance": "I like parachunting or skydiving",
+ "utt_idx": 0,
+ "checked_sentence": "Parachuting, or skydiving, is a method of transiting from a high point to Earth with the aid of gravity, involving the control of speed during the descent with the use of a parachute.",
+ "checked_passage": [
+ "Parachuting, or skydiving, is a method of transiting from a high point to Earth with the aid of gravity, involving the control of speed during the descent with the use of a parachute.",
+ "It may involve more or less free-falling which is a period during the parachute has not been deployed and the body gradually accelerates to terminal velocity.",
+ "The first parachute jump in history was made by André-Jacques Garnerin, the inventor of the parachute, on October 22, 1797.",
+ "Garnerin tested his contraption by leaping from a hydrogen balloon above Paris.",
+ "Garnerin's parachute bore little resemblance to today's parachutes, however, as it was not packed into any sort of container and did not feature a ripcord."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Ive never done either but they sound terrifying, not a fan of heights",
+ "utt_idx": 1
+ },
+ {
+ "speaker": "system",
+ "utterance": "But it is interesting game. This first parachute jump in history was made by andre jacques",
+ "utt_idx": 2,
+ "checked_sentence": "The first parachute jump in history was made by André-Jacques Garnerin, the inventor of the parachute, on October 22, 1797.",
+ "checked_passage": [
+ "Parachuting, or skydiving, is a method of transiting from a high point to Earth with the aid of gravity, involving the control of speed during the descent with the use of a parachute.",
+ "It may involve more or less free-falling which is a period during the parachute has not been deployed and the body gradually accelerates to terminal velocity.",
+ "The first parachute jump in history was made by André-Jacques Garnerin, the inventor of the parachute, on October 22, 1797.",
+ "Garnerin tested his contraption by leaping from a hydrogen balloon above Paris.",
+ "Garnerin's parachute bore little resemblance to today's parachutes, however, as it was not packed into any sort of container and did not feature a ripcord."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Oh really? Sounds like a french name, what year did he do it?",
+ "utt_idx": 3
+ },
+ {
+ "speaker": "system",
+ "utterance": "It done in cotober 22 1797. theu tested his contraption by leaping from a hydrogen ballon",
+ "utt_idx": 4,
+ "checked_sentence": "Garnerin tested his contraption by leaping from a hydrogen balloon above Paris.",
+ "checked_passage": [
+ "Parachuting, or skydiving, is a method of transiting from a high point to Earth with the aid of gravity, involving the control of speed during the descent with the use of a parachute.",
+ "It may involve more or less free-falling which is a period during the parachute has not been deployed and the body gradually accelerates to terminal velocity.",
+ "The first parachute jump in history was made by André-Jacques Garnerin, the inventor of the parachute, on October 22, 1797.",
+ "Garnerin tested his contraption by leaping from a hydrogen balloon above Paris.",
+ "Garnerin's parachute bore little resemblance to today's parachutes, however, as it was not packed into any sort of container and did not feature a ripcord."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Was he successful or did he kick the bucket off that stunt?",
+ "utt_idx": 5
+ },
+ {
+ "speaker": "system",
+ "utterance": "I think Its a success.the military developed parachuting tech",
+ "utt_idx": 6,
+ "checked_sentence": "The military developed parachuting technology as a way to save aircrews from emergencies aboard balloons and aircraft in flight, and later as a way of delivering soldiers to the battlefield.",
+ "checked_passage": [
+ "Parachuting, or skydiving, is a method of transiting from a high point to Earth with the aid of gravity, involving the control of speed during the descent with the use of a parachute.",
+ "It may involve more or less free-falling which is a period during the parachute has not been deployed and the body gradually accelerates to terminal velocity.",
+ "The first parachute jump in history was made by André-Jacques Garnerin, the inventor of the parachute, on October 22, 1797.",
+ "Garnerin tested his contraption by leaping from a hydrogen balloon above Paris.",
+ "Garnerin's parachute bore little resemblance to today's parachutes, however, as it was not packed into any sort of container and did not feature a ripcord."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Yea nowadays they are a lot more stable and well made.",
+ "utt_idx": 7
+ },
+ {
+ "speaker": "system",
+ "utterance": "Yes, Its useful for aircraft in flight and save the aircrews",
+ "utt_idx": 8,
+ "checked_sentence": "The military developed parachuting technology as a way to save aircrews from emergencies aboard balloons and aircraft in flight, and later as a way of delivering soldiers to the battlefield.",
+ "checked_passage": [
+ "Parachuting, or skydiving, is a method of transiting from a high point to Earth with the aid of gravity, involving the control of speed during the descent with the use of a parachute.",
+ "It may involve more or less free-falling which is a period during the parachute has not been deployed and the body gradually accelerates to terminal velocity.",
+ "The first parachute jump in history was made by André-Jacques Garnerin, the inventor of the parachute, on October 22, 1797.",
+ "Garnerin tested his contraption by leaping from a hydrogen balloon above Paris.",
+ "Garnerin's parachute bore little resemblance to today's parachutes, however, as it was not packed into any sort of container and did not feature a ripcord."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Yea they are very commonly used nowadays",
+ "utt_idx": 9
+ }
+ ]
+ },
+ {
+ "dataset": "wow",
+ "data_split": "train",
+ "dialogue_id": "wow-train-9",
+ "original_id": "train-9",
+ "topic": "True crime",
+ "turns": [
+ {
+ "speaker": "user",
+ "utterance": "Hello, do you like true crime books at all?",
+ "utt_idx": 0
+ },
+ {
+ "speaker": "system",
+ "utterance": "sometimes, depending on the writer",
+ "utt_idx": 1,
+ "checked_sentence": "Depending on the writer, true crime can adhere strictly to well-established facts in journalistic fashion, or can be highly speculative.",
+ "checked_passage": [
+ "True crime is a non-fiction literary and film genre in which the author examines an actual crime and details the actions of real people.",
+ "The crimes most commonly include murder, with tales of serial killers dominating the genre (about 40% in a 2002 survey), but true crime works have also focused on other subjects, for instance policemen memoirs, and more recently reality police TV shows.",
+ "Depending on the writer, true crime can adhere strictly to well-established facts in journalistic fashion, or can be highly speculative.",
+ "Some true crime works are \"instant books\" produced quickly to capitalize on popular demand; these have been described as \"more than formulaic\" and hyper-conventional."
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Do you have a favorite wirter?",
+ "utt_idx": 2
+ },
+ {
+ "speaker": "system",
+ "utterance": "yes his name is Daniel W. Drezner",
+ "utt_idx": 3,
+ "checked_sentence": null,
+ "checked_passage": [
+ "Daniel W. Drezner (born August 28, 1968) is an American professor of international politics at The Fletcher School of Law and Diplomacy at Tufts University, an author, a blogger, and a commentator.",
+ "He is also a nonresident senior fellow at the Project on International Order and Strategy at the Brookings Institution.",
+ "Drezner graduated from Williams College with a B.A.",
+ "degree in political economy in 1990.",
+ "He received his M.A.",
+ "and Ph.D. degree from Stanford University.",
+ "Drezner rarely discusses his political loyalties, but in 2011 he wrote: \"I find liberals write 'even conservative Dan Drezner...' while conservatives often deploy terms like 'academic elitist' or 'RINO.'"
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "What books of their is your favorite?",
+ "utt_idx": 4
+ },
+ {
+ "speaker": "system",
+ "utterance": "not's not only an author but also a blogger and a commentator",
+ "utt_idx": 5,
+ "checked_sentence": "Daniel W. Drezner (born August 28, 1968) is an American professor of international politics at The Fletcher School of Law and Diplomacy at Tufts University, an author, a blogger, and a commentator.",
+ "checked_passage": [
+ "Daniel W. Drezner (born August 28, 1968) is an American professor of international politics at The Fletcher School of Law and Diplomacy at Tufts University, an author, a blogger, and a commentator.",
+ "He is also a nonresident senior fellow at the Project on International Order and Strategy at the Brookings Institution.",
+ "Drezner graduated from Williams College with a B.A.",
+ "degree in political economy in 1990.",
+ "He received his M.A.",
+ "and Ph.D. degree from Stanford University.",
+ "Drezner rarely discusses his political loyalties, but in 2011 he wrote: \"I find liberals write 'even conservative Dan Drezner...' while conservatives often deploy terms like 'academic elitist' or 'RINO.'"
+ ]
+ },
+ {
+ "speaker": "user",
+ "utterance": "Oh wow, are his stories set in the last decade?",
+ "utt_idx": 6
+ },
+ {
+ "speaker": "system",
+ "utterance": "no, he's born in 1960's",
+ "utt_idx": 7,
+ "checked_sentence": null,
+ "checked_passage": null
+ },
+ {
+ "speaker": "user",
+ "utterance": "Oh, that would be fun to read!",
+ "utt_idx": 8
+ }
+ ]
+ }
+]
\ No newline at end of file
diff --git a/data/unified_datasets/wow/preprocess.py b/data/unified_datasets/wow/preprocess.py
new file mode 100644
index 0000000000000000000000000000000000000000..50fefc7349d5a012266f95d6412b9e95acb93f08
--- /dev/null
+++ b/data/unified_datasets/wow/preprocess.py
@@ -0,0 +1,112 @@
+from zipfile import ZipFile, ZIP_DEFLATED
+from shutil import rmtree
+import json
+import os
+from tqdm import tqdm
+from pprint import pprint
+from nltk.tokenize import sent_tokenize, word_tokenize
+from nltk.tokenize.treebank import TreebankWordDetokenizer
+import html
+
+
+def preprocess():
+ original_data_dir = 'wizard_of_wikipedia'
+
+ new_data_dir = 'data'
+
+ os.makedirs(new_data_dir, exist_ok=True)
+
+ dataset = 'wow'
+ splits = ['train', 'validation', 'test_seen', 'test_unseen']
+ dialogues_by_split = {split:[] for split in splits}
+
+ ontology = {'domains': {},
+ 'intents': {},
+ 'state': {},
+ 'dialogue_acts': {
+ "categorical": [],
+ "non-categorical": [],
+ "binary": []
+ }}
+
+ for data_split in splits:
+ if data_split == 'train':
+ filenames = ['train.json']
+ elif data_split == 'validation':
+ filenames = ['valid_random_split.json', 'valid_topic_split.json']
+ elif data_split == 'test_seen':
+ filenames = ['test_random_split.json']
+ else:
+ filenames = ['test_topic_split.json']
+ for filename in filenames:
+ with open(f'{original_data_dir}/{filename}') as f:
+ data = json.load(f)
+ for original_dial in tqdm(data, desc=data_split):
+ topic = html.unescape(original_dial['chosen_topic'])
+
+ # new dialog
+ dialogue_id = f'{dataset}-{data_split}-{len(dialogues_by_split[data_split])}'
+ dialogue = {
+ 'dataset': dataset,
+ 'data_split': data_split,
+ 'dialogue_id': dialogue_id,
+ 'original_id': f'{data_split}-{len(dialogues_by_split[data_split])}',
+ 'topic': topic,
+ 'turns': []
+ }
+ dialogues_by_split[data_split].append(dialogue)
+
+ topic2passage = {topic: original_dial['chosen_topic_passage']}
+
+ for original_turn in original_dial['dialog']:
+ speaker = 'system' if 'Wizard' in original_turn['speaker'] else 'user'
+
+ dialogue['turns'].append({
+ 'speaker': speaker,
+ 'utterance': original_turn['text'].strip(),
+ 'utt_idx': len(dialogue['turns']),
+ })
+
+ for topic_passage in original_turn['retrieved_passages']:
+ for topic, passage in topic_passage.items():
+ topic2passage[html.unescape(topic)] = passage
+
+ if speaker == 'system':
+ if len(original_turn['checked_sentence']) == 0:
+ check_sentence = None
+ else:
+ check_sentence = list(original_turn['checked_sentence'].values())[0]
+ check_sentence = None if check_sentence == 'no_passages_used' else check_sentence
+
+ if len(original_turn['checked_passage']) == 0:
+ if check_sentence and check_sentence not in original_dial['chosen_topic_passage']:
+ # search over retrieved_passages
+ for topic, passage in topic2passage.items():
+ if check_sentence in passage:
+ checked_passage = topic
+ break
+ else:
+ pprint(original_turn)
+ exit()
+ else:
+ checked_passage = None
+ else:
+ checked_passage = html.unescape(list(original_turn['checked_passage'].values())[0])
+ # print(topic2passage.keys())
+ checked_passage = None if checked_passage == 'no_passages_used' else topic2passage[checked_passage]
+ dialogue['turns'][-1]['checked_sentence'] = check_sentence
+ dialogue['turns'][-1]['checked_passage'] = checked_passage
+
+ dialogues = dialogues_by_split['train']+dialogues_by_split['validation']+dialogues_by_split['test_seen']+dialogues_by_split['test_unseen']
+ json.dump(dialogues[:10], open(f'dummy_data.json', 'w', encoding='utf-8'), indent=2, ensure_ascii=False)
+ json.dump(ontology, open(f'{new_data_dir}/ontology.json', 'w', encoding='utf-8'), indent=2, ensure_ascii=False)
+ json.dump(dialogues, open(f'{new_data_dir}/dialogues.json', 'w', encoding='utf-8'), indent=2, ensure_ascii=False)
+ with ZipFile('data.zip', 'w', ZIP_DEFLATED) as zf:
+ for filename in os.listdir(new_data_dir):
+ zf.write(f'{new_data_dir}/{filename}')
+ rmtree(new_data_dir)
+ return dialogues, ontology
+
+
+if __name__ == '__main__':
+ preprocess()
diff --git a/data/unified_datasets/wow/shuffled_dial_ids.json b/data/unified_datasets/wow/shuffled_dial_ids.json
new file mode 100644
index 0000000000000000000000000000000000000000..8afc5b41c510a8732e3748a062d947131d2f1a21
--- /dev/null
+++ b/data/unified_datasets/wow/shuffled_dial_ids.json
@@ -0,0 +1 @@
+[{"train": [11808, 9668, 6242, 2183, 2829, 8905, 46, 15711, 11716, 10177, 15399, 6263, 17308, 13728, 3745, 6953, 15893, 6018, 16039, 17806, 9879, 7100, 13450, 14863, 5658, 18180, 15968, 17141, 14118, 9351, 5387, 5314, 12624, 14127, 6177, 11389, 18142, 13783, 13066, 183, 12935, 420, 17253, 5476, 1058, 10347, 13605, 16716, 11628, 18270, 5673, 2515, 4141, 18218, 8495, 6410, 12474, 1824, 6970, 12388, 15806, 270, 8293, 16772, 2080, 13854, 12493, 7416, 7158, 4438, 15708, 12099, 11692, 4564, 15319, 7815, 12861, 4204, 16528, 13457, 2494, 4791, 17420, 2856, 17117, 6725, 12453, 14462, 15269, 123, 6552, 2558, 1030, 12250, 8760, 14000, 6496, 16470, 8340, 17837, 4567, 10452, 4493, 15467, 10145, 11673, 17706, 5814, 17934, 915, 846, 6047, 15456, 8251, 16929, 10215, 17922, 18192, 5121, 11759, 6575, 14713, 418, 11760, 13970, 1290, 16998, 6856, 3243, 12091, 6306, 7000, 10771, 5497, 12723, 7475, 7495, 5195, 10404, 88, 1400, 15795, 874, 14847, 4935, 1569, 4104, 17818, 13843, 1967, 11116, 5232, 15464, 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8376, 4504, 16123, 10128, 2952, 6296, 17712, 7090, 14117, 7004, 17289, 9219, 7294, 11795, 6952, 11014, 727, 1391, 8301, 12593, 4108, 9876, 16077, 8985, 1602, 17360, 17665, 2013, 5204, 2252, 11030, 13982, 4172, 5591, 18427, 17040, 8362, 14668, 7825, 13201, 18180, 11207, 9325, 4912, 656, 13080, 11819, 15705, 3490, 9299, 7638, 18373, 10700, 8198, 7455, 10005, 9044, 12502, 355, 3130, 7287, 15573, 14917, 15459, 13671, 11948, 14551, 12260, 4893, 15089, 17296, 15615, 1609, 1779, 12848, 8208, 5211, 14715, 726, 12230, 5573, 18131, 1425, 6999, 4476, 11855, 12109, 1297, 10362, 4871, 8658, 9151, 16175, 3414, 6443, 11619, 16939, 17433, 978, 3277, 14315, 2019, 14288, 9790, 8396, 7730, 12071, 4771, 1484, 649, 15137, 12631, 14540, 168, 17339, 17909, 17632, 18194, 3209, 3734, 2391, 4335, 14305, 4246, 10053, 5553, 17555, 5217, 5889, 18342, 16338, 3609, 14142, 12606, 10105, 13684, 494, 17107, 9962, 1471, 8912, 15823, 10853, 759, 2819, 12747, 8059, 7697, 1040, 777, 1449, 10113, 2010, 14819, 1213, 8366, 10355, 3833, 16815, 1851, 8720, 14766, 15030, 6121, 8106, 13486, 10505, 3930, 10106, 6410, 9462, 17370, 1772, 8565, 15581, 13966, 2688, 18167, 5133, 10652, 17678, 9072, 13056, 15837, 2992, 7779, 16509, 10293, 17999, 233, 2848, 12255, 12025, 1767, 7760, 7229, 5780, 8497, 10007, 5155, 6251, 15410, 1604, 14956, 13529, 12070, 18178, 666, 14089, 9890, 2557, 9082, 1536, 4911, 5185, 13719, 11008, 2640, 2265, 3085, 12653, 1980, 11338, 5019, 2176, 4228, 4746, 15631, 2734, 8832, 16848, 2979, 10280, 7724, 8836, 8266, 1971, 3506, 6152, 2850, 6011, 1675, 11663, 11825, 4048, 5497, 16812, 7453, 10288, 4080, 4385, 7924, 17376, 12982, 16655, 9383, 2127, 10600, 2611, 11662, 1477, 5761, 3781, 17179, 15469, 9603, 15240, 8833, 6449, 8573, 6775, 2165, 13345, 6911, 3671, 11751, 413, 15975, 1303, 1802, 16990, 10611, 3685, 5908, 3907, 5716, 15733, 8074, 12875, 12560, 5859, 1850, 14777, 15475, 10109, 8796, 14676, 2590, 3765, 353, 6813, 11179, 6740, 15346, 10213, 5880, 14726, 6902, 9024, 8941, 9961, 3546, 14843, 16192, 8166, 11959, 7884, 5410, 10081, 16538, 5994, 15500, 5794, 3227, 16343, 11363, 3459, 1783, 18111, 9832, 10957, 13471, 12041, 4728, 17582, 18421, 17403, 289, 16458, 7861, 9304, 5770, 13255, 16784, 354, 6465, 427, 8243, 6651, 4020, 2100, 16948, 8693, 960, 2318, 7686, 5258, 7766, 12657, 17965, 14512, 6477, 1446, 8410, 1981, 6993, 4802, 14679, 7590, 25, 18288, 16998, 3577, 1629, 2142, 440, 6883, 4001, 11761, 17740, 10559, 13137, 16174, 15334, 13497, 17431, 9854, 6666, 15426, 16856, 3229, 3077, 10369, 14904, 13157, 16120, 12654, 313, 17687, 14423, 17738, 15097, 11590, 5501, 11823, 16327, 4478, 13855, 10739, 2844, 4862, 5120, 5464, 3846, 1859, 4451, 8155, 11031, 312, 12299, 2955, 10082, 10703, 5636, 9395, 11028, 15769, 18150, 13063, 17155, 6995, 7348, 14720, 3757, 16581, 13570, 3370, 4968, 6653, 1462, 9743, 12314, 17359, 4595, 1382, 7293, 15643, 13329, 3752, 2416, 10416, 5332, 12649, 7152, 14108, 14756, 10672, 11921, 1724, 13090, 2145, 13963, 14516, 3234, 13358, 8564, 5175, 6729, 15422, 7623, 17966, 18322, 14482, 4789, 18212, 15507, 6584, 17336, 7312, 3827, 9120, 16089, 956, 14620, 12029, 8426, 18422, 15897, 7045, 6611, 16962, 16503, 6592, 17560, 13946, 10011, 11574, 12679, 2018, 15248, 4085, 12544, 2491, 335, 9726, 12231, 14075, 18035, 12358, 3257, 12522, 13528, 10829, 5433, 9958, 13389, 9931, 627, 8037, 9523, 7098, 14970, 4254, 15703, 6374, 2309, 11911, 103, 9762, 9728, 993, 3180, 15117, 16525, 17906, 8982, 2421, 14167, 17165, 16181, 11805, 8180, 14709, 15200, 16383, 17598, 2839, 5460, 2746, 9630, 8808, 18297, 15332, 14128, 1880, 2578, 15252, 3872, 7903, 2796, 3925, 14274, 15119, 14763, 8384, 13802, 6627, 13764, 11266, 16138, 3000, 3505, 15178, 6221, 15238, 16159, 17345, 12776, 5024, 6841, 2449, 9763, 12362, 15453, 7014, 6173, 722, 17941, 4526, 528, 8207, 16000, 16488, 18383, 10018, 7307, 16065, 4549, 14925, 3774, 4401, 12564, 11725, 8477, 895, 12646, 8691, 2526, 10773, 8168, 9418, 10454, 1201, 9051, 5983, 1468, 3857, 12962, 4810, 1590, 3658, 11729, 4691, 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8895, 17885, 17178, 6190, 17497, 3498, 9767, 8499, 2058, 6584, 7667, 5779, 1067, 17500, 12211, 13586, 14911, 2150, 11446, 204, 4415, 4640, 16231, 4292, 2818, 11112, 8443, 4085, 14018, 3516, 9097, 11076, 553, 8425, 16113, 3505, 2268, 18007, 12825, 9037, 266, 7969, 2273, 11097, 1208, 17257, 7282, 7704, 17807, 16025, 670, 12679, 3047, 7336, 9957, 11212, 17775, 13218, 2812, 7359, 10196, 13765, 17089, 3400, 5047, 6995, 5613, 16794, 14496, 529, 11767, 15180, 10845, 15434, 9334, 15765, 10111, 16101, 10674, 13157, 593, 15160, 16522, 7436, 10005, 13285, 7393, 4796, 15490, 1500, 17268, 13604, 9259, 9504, 10505, 2147, 3219, 4062, 2714, 4543, 15378, 5594, 2031, 12888, 2855, 5122, 578, 1964, 16790, 11743, 17583, 6443, 11566, 8183, 17233, 8286, 6057, 11979, 236, 14929, 14561, 1281, 6587, 5828, 7841, 17390, 4498, 1561, 16910, 17038, 15558, 11777, 5867, 17095, 8242, 4572, 12069, 12492, 616, 13145, 762, 2881, 10380, 7242, 13395, 4867, 6536, 4337, 8026, 13364, 2605, 6169, 8179, 17100, 6741, 10652, 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