Update app.py

app.py

@@ -378,11 +378,11 @@ def gen_qa_who(df):
                     list_of_pairs = [(answer_evidence, answer[j])]
                     rouge_l_score = calc_rouge_l_score(answer_evidence, answer[j])
                     if rouge_l_score >= threshold:
-                        verification_status = ':white_check_mark:Verified Valid'
+                        verification_status = '✅ Verified Valid'
                     elif rouge_l_score == 0:
-                        verification_status = 'Not verifiable'
+                        verification_status = '❔ Not verifiable'
                     else:
-                        verification_status = ':x:Verified False'
+                        verification_status = '❌ Verified False'
                     rouge_l_scores.append(verification_status)
             except:
                 pass
@@ -390,7 +390,7 @@ def gen_qa_who(df):
             list_of_ques_who="No claims"
             list_of_ans_who=""
             list_of_evidence_answer_who="No mention of 'who'in any related documents."
-            rouge_l_scores="Not verifiable"
+            rouge_l_scores="❔ Not verifiable"
     return list_of_ques_who,list_of_ans_who,list_of_evidence_answer_who,rouge_l_scores
 #------------------------------------------------------------    
 # @st.cache
@@ -439,11 +439,11 @@ def gen_qa_what(df):
                     list_of_pairs = [(answer_evidence, answer[j])]
                     rouge_l_score = calc_rouge_l_score(answer_evidence, answer[j])
                     if rouge_l_score >= threshold:
-                        verification_status = ':white_check_mark:Verified Valid'
+                        verification_status = '✅ Verified Valid'
                     elif rouge_l_score == 0:
-                        verification_status = 'Not verifiable'
+                        verification_status = '❔ Not verifiable'
                     else:
-                        verification_status = ':x:Verified False'
+                        verification_status = '❌ Verified False'
                     rouge_l_scores.append(verification_status)
             except:
                 pass
@@ -451,7 +451,7 @@ def gen_qa_what(df):
             list_of_ques_what="No claims"
             list_of_ans_what=""
             list_of_evidence_answer_what="No mention of 'what'in any related documents."
-            rouge_l_scores="Not verifiable"
+            rouge_l_scores="❔ Not verifiable"
     return list_of_ques_what,list_of_ans_what,list_of_evidence_answer_what,rouge_l_scores
 #----------------------------------------------------------    
 # @st.cache
@@ -500,11 +500,11 @@ def gen_qa_why(df):
                     list_of_pairs = [(answer_evidence, answer[j])]
                     rouge_l_score = calc_rouge_l_score(answer_evidence, answer[j])
                     if rouge_l_score >= threshold:
-                        verification_status = ':white_check_mark:Verified Valid'
+                        verification_status = '✅ Verified Valid'
                     elif rouge_l_score == 0:
-                        verification_status = 'Not verifiable'
+                        verification_status = '❔ Not verifiable'
                     else:
-                        verification_status = ':x:Verified False'
+                        verification_status = '❌ Verified False'
                     rouge_l_scores.append(verification_status)
             except:
                 pass
@@ -512,7 +512,7 @@ def gen_qa_why(df):
             list_of_ques_why="No claims"
             list_of_ans_why=""
             list_of_evidence_answer_why="No mention of 'why'in any related documents."
-            rouge_l_scores="Not verifiable"
+            rouge_l_scores="❔ Not verifiable"
     return list_of_ques_why,list_of_ans_why,list_of_evidence_answer_why,rouge_l_scores
 
 #---------------------------------------------------------    
@@ -561,11 +561,11 @@ def gen_qa_when(df):
                     list_of_pairs = [(answer_evidence, answer[j])]
                     rouge_l_score = calc_rouge_l_score(answer_evidence, answer[j])
                     if rouge_l_score >= threshold:
-                        verification_status = ':white_check_mark:Verified Valid'
+                        verification_status = '✅ Verified Valid'
                     elif rouge_l_score == 0:
-                        verification_status = 'Not verifiable'
+                        verification_status = '❔ Not verifiable'
                     else:
-                        verification_status = ':x:Verified False'
+                        verification_status = '❌ Verified False'
                     rouge_l_scores.append(verification_status)
             except:
                 pass
@@ -573,7 +573,7 @@ def gen_qa_when(df):
             list_of_ques_when="No claims"
             list_of_ans_when=""
             list_of_evidence_answer_when="No mention of 'when'in any related documents."
-            rouge_l_scores="Not verifiable"
+            rouge_l_scores="❔ Not verifiable"
     return list_of_ques_when,list_of_ans_when,list_of_evidence_answer_when,rouge_l_scores
 
 #------------------------------------------------------   
@@ -622,11 +622,11 @@ def gen_qa_where(df):
                     list_of_pairs = [(answer_evidence, answer[j])]
                     rouge_l_score = calc_rouge_l_score(answer_evidence, answer[j])
                     if rouge_l_score >= threshold:
-                        verification_status = ':white_check_mark:Verified Valid'
+                        verification_status = '✅ Verified Valid'
                     elif rouge_l_score == 0:
-                        verification_status = 'Not verifiable'
+                        verification_status = '❔ Not verifiable'
                     else:
-                        verification_status = ':x:Verified False'
+                        verification_status = '❌ Verified False'
                     rouge_l_scores.append(verification_status)
             except:
                 pass
@@ -634,7 +634,7 @@ def gen_qa_where(df):
             list_of_ques_where="No claims"
             list_of_ans_where=""
             list_of_evidence_answer_where="No mention of 'where'in any related documents."
-            rouge_l_scores="Not verifiable"
+            rouge_l_scores="❔ Not verifiable"
     return list_of_ques_where,list_of_ans_where,list_of_evidence_answer_where,rouge_l_scores
 #------------------------------------------------------