got all configs to work

Stab-Gurevych-Essays.py

@@ -380,10 +380,6 @@ class NewDataset(datasets.GeneratorBasedBuilder):
         for clean_ann in clean_anns:
             spans.append(("O", text[previous_end:clean_ann[1]]))
             spans.append((clean_ann[0], text[clean_ann[1]:clean_ann[2]]))
-            # if were picking up the wrong text...
-            if spans[-1][1] != clean_ann[3]: 
-                print(spans[-1][1])
-                input(clean_ann[3])
             previous_end = clean_ann[2]
         # add whatever is left over to not spans
         spans.append(("O", text[previous_end:]))
@@ -394,29 +390,38 @@ class NewDataset(datasets.GeneratorBasedBuilder):
         for span in spans:
             span_tokens = span[1].split()
             label = span[0]
+            first_label = span[0]
             if self.config.name == "simple":
                 # with simple, the token is already correct
                 pass
+
             elif self.config.name == "sep_tok":
                 # with sep_tok, the token is correct, but a sep top needs to be inserted
-                pass
-                # TODO: make sure to include the sep tok!!!
+                span_tokens.insert(0, "<s>")
+                span_tokens.append("</s>")
+
             elif self.config.name == "spans":
                 if label != "O":
+                    first_label = "B"
                     label = "I"
-                    # TODO: make sure to iclude the B and the I
+
             elif self.config.name == "full_labels":
-                # TODO: ensure I and B
-                pass
+                if label != "O":
+                    first_label = "B-" + label
+                    label = "I-" + label
             elif self.config.name == "sep_tok_full_labels":
-                # TODO: ensure I and B
-                # TODO: make sure to include the sep tok!!!
-                pass
-            labels.append([label] * len(span_tokens))
+                # ensure I and B
+                if label != "O":
+                    first_label = "B-" + label
+                    label = "I-" + label
+                # make sure to include the sep tok!!!
+                span_tokens.insert(0, "<s>")
+                span_tokens.append("</s>")
+
+            labels.append(first_label)
+            labels.extend([label] * (len(span_tokens) - 1))
             tokens.append(span_tokens)
 
-        # flatten list of lists of labels before return
-        labels = [ label for inner_list in labels for label in inner_list ]
         return tokens, labels
 
     def _process_essay(self, id, data_dir: Path):