upload models/dataset-sciarg/task-are/2025-03-23_16-22-26

model is from: https://github.com/ArneBinder/pie-document-level/issues/449#issuecomment-2745375226
- evaluated on SciArg validation set (from sciarg_prepared_with_fixed_validation_and_more_train) with gold ADUs
- selection based on discont_comp=true, task=are, and criterion=relation: 0

config.json

@@ -3,8 +3,8 @@
   "model_name_or_path": "allenai/scibert_scivocab_uncased",
   "num_classes": 6,
   "tokenizer_vocab_size": 31094,
-  "learning_rate": 1e-05,
-  "task_learning_rate": null,
+  "learning_rate": 0.0001,
+  "task_learning_rate": 0.0003,
   "warmup_proportion": 0.1,
   "freeze_base_model": false,
   "base_model_prefix": null,
@@ -32,6 +32,7 @@
     "argument_role_to_marker": null,
     "single_argument_pair": true,
     "append_markers": false,
+    "insert_markers": true,
     "entity_labels": [
       "background_claim",
       "data",
@@ -44,13 +45,19 @@
       "contradicts"
     ],
     "reverse_symmetric_relations": true,
-    "max_argument_distance": 177,
+    "max_argument_distance": 150,
     "max_argument_distance_type": "inner",
+    "max_argument_distance_tokens": 15,
+    "max_argument_distance_type_tokens": "inner",
     "max_window": 512,
     "allow_discontinuous_text": false,
     "log_first_n_examples": 0,
     "add_argument_indices_to_input": false,
+    "add_argument_tags_to_input": false,
+    "add_entity_tags_to_input": false,
     "add_global_attention_mask_to_input": false,
+    "argument_type_whitelist": null,
+    "handle_relations_with_same_arguments": "keep_none",
     "collect_statistics": true
   }
 }

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2c2412c9050cc0b944ddf332ca46675c3c5bb4ca66b1ec8b79e96ca104d0bbc2
+oid sha256:7235526aa2b8e74d09000319ba2d62ac97c8d5e9767a478fe732d98e5e0d6501
 size 439791534

taskmodule_config.json

@@ -22,6 +22,7 @@
   "argument_role_to_marker": null,
   "single_argument_pair": true,
   "append_markers": false,
+  "insert_markers": true,
   "entity_labels": [
     "background_claim",
     "data",
@@ -34,12 +35,18 @@
     "contradicts"
   ],
   "reverse_symmetric_relations": true,
-  "max_argument_distance": 177,
+  "max_argument_distance": 150,
   "max_argument_distance_type": "inner",
+  "max_argument_distance_tokens": 15,
+  "max_argument_distance_type_tokens": "inner",
   "max_window": 512,
   "allow_discontinuous_text": false,
   "log_first_n_examples": 0,
   "add_argument_indices_to_input": false,
+  "add_argument_tags_to_input": false,
+  "add_entity_tags_to_input": false,
   "add_global_attention_mask_to_input": false,
+  "argument_type_whitelist": null,
+  "handle_relations_with_same_arguments": "keep_none",
   "collect_statistics": true
 }