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.gitattributes

@@ -57,3 +57,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+train.json filter=lfs diff=lfs merge=lfs -text

data_structure.py

@@ -0,0 +1,33 @@
+# Define how nugget is composed. Nugget is the smallest granularity unit in this work, which means the smallest granularity unit of the evaluation criteria is nugget.
+nugget = {
+    "text": str,
+    "tokens": [str, ...],  # the key evaluation criteria
+    "offsets": [int, ...]  # the offset of each token
+}
+
+argument = {  # argument inherits attributes from nugget
+    "text": str,
+    "nugget_type": str,  # constrained by ontology
+    "argument_type": str,  # constrained by ontology
+    "tokens": [str, ...],
+    "offsets": [int, ...]
+}
+
+event = {
+    "event_type": str,  # constrained by ontology
+    "arguments": [argument, ...],
+    "trigger": nugget
+}
+
+document = {
+    "venue": str,
+    "title": str,
+    "abstract": str,
+    "doc_id": str,
+    "publication_year": int,
+    "sentences": [str, ...],  # using spacy to split from document["abstract"]
+    "events": [event, ...],
+    "document": [str, ...]  # all nugget offsets originate from here
+}
+
+datas = [document, ...]

ontology.json

@@ -0,0 +1,72 @@
+{
+    "nugget_types": ["OG", "APP", "MOD", "FEA", "TAK", "DST", "LIM", "STR", "WEA", "DEG"],
+    "event_types": {
+        "PUR": {
+            "Aim": ["APP", "MOD", "FEA", "DST", "STR", "WEA", "TAK"],
+            "Condition": ["LIM"],
+            "Dataset": ["DST"]
+        },
+        "PRP": {
+            "Proposer": ["OG"],
+            "Content": ["APP", "MOD", "FEA", "DST", "TAK"],
+            "Target": ["E-PUR", "TAK", "FEA", "WEA"]
+        },
+        "WKS": {
+            "Researcher": ["OG"],
+            "Content": ["APP", "MOD", "FEA", "DST", "STR", "WEA", "TAK"],
+            "Condition": ["LIM"],
+            "Dataset": ["DST"],
+            "Target": ["E-PUR", "TAK", "STR", "WEA", "APP", "MOD", "FEA"]
+        },
+        "ITT": {
+            "Target": ["APP", "MOD", "FEA", "DST", "STR", "WEA", "TAK"],
+            "Condition": ["LIM"],
+            "Dataset": ["DST"]
+        },
+        "RWS": {
+            "Subject": ["APP", "MOD", "FEA", "DST"],
+            "BaseComponent": ["APP", "MOD", "FEA", "DST"],
+            "TriedComponent": ["APP", "MOD", "FEA", "DST"],
+            "Condition": ["LIM", "E-RWS"],
+            "Dataset": ["DST"],
+            "Target": ["E-PUR", "TAK", "STR", "WEA", "APP", "MOD", "FEA"]
+        },
+        "RWF": {
+            "Concern": ["APP", "MOD", "FEA", "DST", "STR", "WEA"],
+            "Fault": ["APP", "MOD", "FEA", "DST", "STR", "WEA"],
+            "Condition": ["LIM", "E-RWS", "E-RWF"],
+            "Dataset": ["DST"],
+            "Target": ["E-PUR", "TAK", "STR", "WEA"],
+            "Extent": ["DEG"]
+        },
+        "MDS": {
+            "BaseComponent": ["APP", "MOD", "FEA", "DST"],
+            "TriedComponent": ["APP", "MOD", "FEA", "DST"],
+            "Condition": ["LIM", "E-MDS"],
+            "Dataset": ["DST"],
+            "Target": ["E-PUR", "TAK", "STR", "WEA", "APP", "MOD", "FEA"]
+        },
+        "FIN": {
+            "Finder": ["OG"],
+            "Content": ["E-FAC", "E-CMP"]
+        },
+        "CMP": {
+            "Arg1": ["E-FAC", "APP", "MOD", "FEA", "DST"],
+            "Arg2": ["E-FAC", "APP", "MOD", "FEA", "DST"],
+            "Condition": ["LIM", "E-FAC"],
+            "Dataset": ["DST"],
+            "Result": ["STR", "WEA"],
+            "Metrics": ["TAK"],
+            "Extent": ["DEG"]
+        },
+        "FAC": {
+            "Subject": ["APP", "MOD", "FEA", "DST", "TAK", "STR", "WEA"],
+            "Object": ["APP", "MOD", "FEA", "DST", "TAK", "STR", "WEA"],
+            "Condition": ["LIM", "E-FAC"],
+            "Reason": ["LIM", "E-FAC"],
+            "Dataset": ["DST"],
+            "Target": ["E-PUR", "TAK", "STR", "WEA"],
+            "Extent": ["DEG"]
+        }
+    }
+}

train.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81fe4cbf3a11e77c8d23c8f355f858a5d3ef93955c004b468f6550f924205f11
+size 44334402