From 2e0a2c24cc2ebaa6ccefd584352617840a0a34e2 Mon Sep 17 00:00:00 2001 From: zhuqi <zqwerty@users.noreply.github.com> Date: Sun, 20 Sep 2020 15:40:47 +0800 Subject: [PATCH] Maintenance (#119) * add test set example for dstc9 (multiwoz_zh, crosswoz_en) * update new_goal_model.pkl * update crosswoz auto_sys_template_nlg * add postcode as special case for NLU tokenization --- .../crosswoz/auto_system_template_nlg.json | 6 +- convlab2/nlu/jointBERT/multiwoz/nlu.py | 18 +- convlab2/nlu/milu/multiwoz/nlu.py | 12 +- convlab2/util/file_util.py | 5 + data/multiwoz/db/extract_postcode4tokenize.py | 17 ++ data/multiwoz/db/postcode.json | 163 ++++++++++++++++++ data/multiwoz/goal/new_goal_model.pkl | Bin 49607 -> 49679 bytes 7 files changed, 210 insertions(+), 11 deletions(-) create mode 100644 data/multiwoz/db/extract_postcode4tokenize.py create mode 100644 data/multiwoz/db/postcode.json diff --git a/convlab2/nlg/template/crosswoz/auto_system_template_nlg.json b/convlab2/nlg/template/crosswoz/auto_system_template_nlg.json index a2e40b5..d6bd2ec 100755 --- a/convlab2/nlg/template/crosswoz/auto_system_template_nlg.json +++ b/convlab2/nlg/template/crosswoz/auto_system_template_nlg.json @@ -18079,7 +18079,7 @@ "价格是[Inform+酒店+价格],地址是[Inform+酒店+地址]。", "地址是在[Inform+酒店+地址],价格[Inform+酒店+价格]。", "地址在[Inform+酒店+地址];价格是[Inform+酒店+价格]。", - "价格[Inform+酒店+价格];[Inform+酒店+地址]。", + "价格[Inform+酒店+价格];地址在[Inform+酒店+地址]。", "这家酒店的地址是[Inform+酒店+地址],价格是[Inform+酒店+价格]。", "不贵,[Inform+酒店+价格],地址在[Inform+酒店+地址]。", "它的价格是[Inform+酒店+价格],然后地址是[Inform+酒店+地址]。", @@ -20988,7 +20988,7 @@ "[Inform+酒店+名称]的评分是[Inform+酒店+评分],地址是[Inform+酒店+地址]。" ], "Inform+酒店+名称*Inform+酒店+地址*Inform+酒店+酒店类型": [ - "给您推荐[Inform+酒店+名称],它[Inform+酒店+地址],为[Inform+酒店+酒店类型]酒店。", + "给您推荐[Inform+酒店+名称],它位于[Inform+酒店+地址],为[Inform+酒店+酒店类型]酒店。", "[Inform+酒店+名称]是[Inform+酒店+酒店类型]酒店,地址是[Inform+酒店+地址]。", "[Inform+酒店+名称]是一家[Inform+酒店+酒店类型]的酒店,酒店的地址是[Inform+酒店+地址]。", "[Inform+酒店+名称]是[Inform+酒店+酒店类型]酒店,地址是[Inform+酒店+地址]。", @@ -24308,7 +24308,7 @@ "地址是在[Inform+酒店+地址]。", "地址是在[Inform+酒店+地址]。", "地址在[Inform+酒店+地址]。", - "[Inform+酒店+地址]。", + "地址在[Inform+酒店+地址]。", "地址是[Inform+酒店+地址]。", "地址是[Inform+酒店+地址]。", "地址是[Inform+酒店+地址]。", diff --git a/convlab2/nlu/jointBERT/multiwoz/nlu.py b/convlab2/nlu/jointBERT/multiwoz/nlu.py index 17c24d9..e900f1e 100755 --- a/convlab2/nlu/jointBERT/multiwoz/nlu.py +++ b/convlab2/nlu/jointBERT/multiwoz/nlu.py @@ -4,12 +4,13 @@ import json import torch from unidecode import unidecode import spacy -from convlab2.util.file_util import cached_path +from convlab2.util.file_util import cached_path, get_root_path from convlab2.nlu.nlu import NLU from convlab2.nlu.jointBERT.dataloader import Dataloader from convlab2.nlu.jointBERT.jointBERT import JointBERT from convlab2.nlu.jointBERT.multiwoz.postprocess import recover_intent from convlab2.nlu.jointBERT.multiwoz.preprocess import preprocess +from spacy.symbols import ORTH, LEMMA, POS class BERTNLU(NLU): @@ -56,11 +57,18 @@ class BERTNLU(NLU): self.use_context = config['model']['context'] self.dataloader = dataloader self.nlp = spacy.load('en_core_web_sm') + with open(os.path.join(get_root_path(), 'data/multiwoz/db/postcode.json'), 'r') as f: + token_list = json.load(f) + + for token in token_list: + token = token.strip() + self.nlp.tokenizer.add_special_case(token, [{ORTH: token, LEMMA: token, POS: u'NOUN'}]) print("BERTNLU loaded") def predict(self, utterance, context=list()): - # ori_word_seq = unidecode(utterance).split() + # tokenization first, very important! ori_word_seq = [token.text for token in self.nlp(unidecode(utterance)) if token.text.strip()] + # print(ori_word_seq) ori_tag_seq = ['O'] * len(ori_word_seq) if self.use_context: if len(context) > 0 and type(context[0]) is list and len(context[0]) > 1: @@ -94,9 +102,9 @@ class BERTNLU(NLU): if __name__ == '__main__': - text = "I will need you departure and arrival city and time ." + text = "How about rosa's bed and breakfast ? Their postcode is cb22ha." nlu = BERTNLU(mode='sys', config_file='multiwoz_sys_context.json', model_file='https://convlab.blob.core.windows.net/convlab-2/bert_multiwoz_all_context.zip') - print(nlu.predict(text, context=['', "I ' m looking for a train leaving on tuesday please ."])) - text = "I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant." print(nlu.predict(text)) + # text = "I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant.I don't care about the Price of the restaurant." + # print(nlu.predict(text)) diff --git a/convlab2/nlu/milu/multiwoz/nlu.py b/convlab2/nlu/milu/multiwoz/nlu.py index b5705d1..5417c6d 100755 --- a/convlab2/nlu/milu/multiwoz/nlu.py +++ b/convlab2/nlu/milu/multiwoz/nlu.py @@ -12,11 +12,11 @@ from allennlp.data import DatasetReader from allennlp.data.tokenizers.word_splitter import SpacyWordSplitter from allennlp.models.archival import load_archive -from convlab2.util.file_util import cached_path +from convlab2.util.file_util import cached_path, get_root_path from convlab2.nlu.nlu import NLU from convlab2.nlu.milu import dataset_reader, model - -from spacy.symbols import ORTH, LEMMA +import json +from spacy.symbols import ORTH, LEMMA, POS DEFAULT_CUDA_DEVICE = -1 DEFAULT_DIRECTORY = "models" @@ -47,6 +47,12 @@ class MILU(NLU): self.tokenizer = SpacyWordSplitter(language="en_core_web_sm") _special_case = [{ORTH: u"id", LEMMA: u"id"}] self.tokenizer.spacy.tokenizer.add_special_case(u"id", _special_case) + with open(os.path.join(get_root_path(), 'data/multiwoz/db/postcode.json'), 'r') as f: + token_list = json.load(f) + + for token in token_list: + token = token.strip() + self.tokenizer.spacy.tokenizer.add_special_case(token, [{ORTH: token, LEMMA: token, POS: u'NOUN'}]) dataset_reader_params = archive.config["dataset_reader"] self.dataset_reader = DatasetReader.from_params(dataset_reader_params) diff --git a/convlab2/util/file_util.py b/convlab2/util/file_util.py index 0d1fe15..0956ccf 100755 --- a/convlab2/util/file_util.py +++ b/convlab2/util/file_util.py @@ -1,6 +1,7 @@ from pathlib import Path import zipfile import json +import os from convlab2.util.allennlp_file_utils import cached_path as allennlp_cached_path @@ -24,3 +25,7 @@ def dump_json(content, filepath): def write_zipped_json(zip_path, filepath): with zipfile.ZipFile(zip_path, 'w', zipfile.ZIP_DEFLATED) as zf: zf.write(filepath) + + +def get_root_path(): + return os.path.abspath(os.path.join(os.path.abspath(__file__), '../../..')) diff --git a/data/multiwoz/db/extract_postcode4tokenize.py b/data/multiwoz/db/extract_postcode4tokenize.py new file mode 100644 index 0000000..93e8379 --- /dev/null +++ b/data/multiwoz/db/extract_postcode4tokenize.py @@ -0,0 +1,17 @@ +import json +import os + + +def main(): + dir_path = os.path.dirname(os.path.abspath(__file__)) + postcode = [] + for domain in ['attraction', 'hotel', 'hospital', 'police', 'restaurant']: + db = json.load(open(os.path.join(dir_path, "{}_db.json".format(domain)))) + for entry in db: + if entry['postcode'] not in postcode: + postcode.append(entry['postcode']) + json.dump(postcode, open(os.path.join(dir_path, "postcode.json"), 'w'), indent=2) + + +if __name__ == '__main__': + main() diff --git a/data/multiwoz/db/postcode.json b/data/multiwoz/db/postcode.json new file mode 100644 index 0000000..1967363 --- /dev/null +++ b/data/multiwoz/db/postcode.json @@ -0,0 +1,163 @@ +[ + "cb58nt", + "cb58as", + "cb58bs", + "cb23na", + "cb11ln", + "cb21sj", + "cb30af", + "cb58sx", + "cb30aq", + "cb23pj", + "cb13ef", + "cb39ey", + "cb21su", + "cb58ld", + "cb21jf", + "cb23bj", + "cb18dw", + "cb23bu", + "cb30ds", + "cb17dy", + "cb21tl", + "cb39al", + "cb12jb", + "cb21rh", + "cb21dq", + "cb23ap", + "cb58hy", + "cb15dh", + "cb21ta", + "cb23pq", + "cb23nz", + "cb12ew", + "cb58bl", + "cb43px", + "cb23qb", + "cb21st", + "cb42xh", + "cb21qy", + "cb30ag", + "cb46az", + "cb11pt", + "cb23dz", + "cb39da", + "cb21tt", + "cb11ly", + "cb21rf", + "cb3ojg", + "cb39et", + "cb11er", + "cb43ax", + "cb13ew", + "cb21rl", + "cb21tp", + "cb21er", + "cb21rs", + "cb22ad", + "cb23hu", + "cb23qf", + "cb23qe", + "cb41as", + "cb19ej", + "cb23hx", + "cb21rb", + "cb17gx", + "cb12lf", + "cb23hg", + "cb21tq", + "cb11ps", + "cb223ae", + "cb238el", + "cb23rh", + "cb12lj", + "cb12dp", + "cb41da", + "cb12de", + "cb13js", + "cb41xa", + "cb42je", + "cb43pe", + "cb41er", + "cb58rs", + "cb43pd", + "cb17sr", + "cb28rj", + "cb13nx", + "cb43ht", + "cb12tz", + "cb11eg", + "cb13lh", + "cb30nd", + "cb39lh", + "cb41la", + "pe296fl", + "cb41sr", + "cb22ha", + "cb236bw", + "cb21en", + "cb21ad", + "cb11ee", + "cb20qq", + "cb11jg", + "cb21ab", + "cb259aq", + "cb21dp", + "cb17ag", + "cb17aa", + "cb28pb", + "cb58pa", + "cb23nj", + "cb58jj", + "cb21db", + "cb21uf", + "cb23pp", + "cb21aw", + "cb12qa", + "cb43le", + "cb21rt", + "cb12as", + "cb30ad", + "cb12bd", + "cb21nt", + "cb23ar", + "cb12az", + "cb30ah", + "cb21qa", + "cb23dt", + "cb41jy", + "cb21tw", + "cb21eg", + "cb21rg", + "cb13nf", + "cb21rq", + "cb11lh", + "cb41uy", + "cb11bg", + "cb58wr", + "cb21uw", + "cb23ll", + "cb41eh", + "cb43hl", + "cb43lf", + "cb21la", + "cb58aq", + "cb11dg", + "cb58ba", + "cb41nl", + "cb28nx", + "cb30lx", + "cb30dq", + "cb41ep", + "cb21uj", + "cb11hr", + "cb23ju", + "cb21ug", + "cb30df", + "cb13nl", + "cb58rg", + "cb19hx", + "cb41ha", + "cb21nw", + "cb23jx" +] \ No newline at end of file diff --git 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