use selectedResults for missing name

convlab2/dst/dstc9/eval_file.py

@@ -2,9 +2,8 @@
     evaluate output file
 """
 
-import os
 import json
-from copy import deepcopy
+import os
 
 from convlab2.dst.dstc9.utils import prepare_data, extract_gt, eval_states, get_subdir
 

convlab2/dst/dstc9/utils.py

@@ -41,12 +41,10 @@ def prepare_data(subtask, split, data_root=DATA_ROOT):
                 sys_utt = turns[i - 1]['content'] if i else None
                 user_utt = turns[i]['content']
                 state = {}
-                for domain_name, domain in turns[i + 1]['sys_state_init'].items():
-                    domain_state = {}
-                    for slot_name, value in domain.items():
-                        if slot_name == 'selectedResults':
-                            continue
-                        domain_state[slot_name] = value
+                for domain_name, domain_state in turns[i + 1]['sys_state_init'].items():
+                    selected_results = domain_state.pop('selectedResults')
+                    if selected_results and 'name' in domain_state and not domain_state['name']:
+                        domain_state['name'] = selected_results
                     state[domain_name] = domain_state
                 dialog_data.append((sys_utt, user_utt, state))
             data[dialog_id] = dialog_data
@@ -66,14 +64,16 @@ def eval_states(gt, pred, subtask):
     # for unifying values with the same meaning to the same expression
     value_unifier = {
         'multiwoz': {
-
+            '未提及': '',
         },
         'crosswoz': {
-            '未提及': '',
+
         }
     }[subtask]
 
     def unify_value(value):
+        if isinstance(value, list):
+            return list(map(unify_value, value))
         return value_unifier.get(value, value)
 
     def exception(description, **kargs):
@@ -110,7 +110,7 @@ def eval_states(gt, pred, subtask):
                     gt_value = unify_value(gt_value)
                     pred_value = unify_value(pred_domain[slot_name])
                     slot_tot += 1
-                    if gt_value == pred_value:
+                    if gt_value == pred_value or isinstance(gt_value, list) and pred_value in gt_value:
                         slot_acc += 1
                         if gt_value:
                             tp += 1