redial cikm

.gitattributes

@@ -53,3 +53,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.jpg filter=lfs diff=lfs merge=lfs -text
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
+*.jsonl filter=lfs diff=lfs merge=lfs -text

extract_prediction.py

@@ -0,0 +1,35 @@
+""" Extract the prediction samples from the raw prediction file.
+    i.e., ${data}/test_raw.jsonl to ${data}/test.jsonl
+"""
+
+
+import json
+from jsonargparse import CLI
+
+def context2input(l, start=0):
+    """ Given a list of context, just following UniCRS to format the context.
+    """
+    context = ''
+    for i, utt in enumerate(l):
+        if utt == '' or utt == ' ':
+            continue
+        if i % 2 == start:
+            context += '\nUser: '
+        else:
+            context += '\nSystem: '
+        context += utt
+    return context + '\nSystem: '
+
+def main(from_json: str = None, to_json: str = None, start: int = 0):
+    with open(from_json) as fr, open(to_json, 'w') as fw:
+        for l in fr:
+            l = json.loads(l)
+            if l['is_user'] == 0 and len(l['rec']) > 0:
+                l['input'] = context2input(l['context'], start=start)
+                fw.write(json.dumps(l) + '\n')
+
+if __name__ == '__main__':
+    # python extract_prediction.py --from_json=inspired/test_raw.jsonl --to_json=inspired/test.jsonl --start 0
+    # python extract_prediction.py --from_json=redial/test_raw.jsonl --to_json=redial/test.jsonl --start 1
+    # python extract_prediction.py --from_json=reddit/test_raw.jsonl --to_json=reddit/test.jsonl --start 1
+    CLI(main)

gen_itemname.py

@@ -0,0 +1,13 @@
+import json
+
+entity2id = "entity2id.json"
+entity2id = json.load(open(entity2id, "r"))
+
+
+itemids = "item_ids.json"
+itemids = json.load(open(itemids, "r"))
+
+itemnames = [k for k, v in entity2id.items() if v in itemids]
+
+with open("itemnames.json", "w") as f:
+    json.dump(itemnames, f)

item_global2local.json

@@ -0,0 +1 @@
+{"@1000": 0, "@10004": 1, "@10008": 2, "@10009": 3, "@10012": 4, "@10019": 5, "@10025": 6, "@10027": 7, "@10031": 8, "@10033": 9, "@10038": 10, "@10039": 11, "@1004": 12, "@10041": 13, "@10052": 14, "@10053": 15, "@10059": 16, "@1006": 17, "@10061": 18, "@10062": 19, "@10072": 20, "@10074": 21, "@10078": 22, "@10079": 23, "@1008": 24, "@1010": 25, "@10109": 26, "@10112": 27, "@10118": 28, "@10122": 29, "@10123": 30, "@10125": 31, "@10128": 32, "@10129": 33, "@10134": 34, "@10135": 35, "@10136": 36, "@1014": 37, "@10152": 38, "@10158": 39, "@10169": 40, "@10172": 41, "@10181": 42, "@10182": 43, "@10183": 44, "@10189": 45, "@1019": 46, "@10225": 47, "@10226": 48, "@10227": 49, "@10228": 50, "@1023": 51, "@10235": 52, "@10243": 53, "@10245": 54, "@10248": 55, "@10249": 56, "@10260": 57, "@10265": 58, "@1027": 59, "@10271": 60, "@10272": 61, "@10278": 62, "@10281": 63, "@10282": 64, "@10285": 65, "@10293": 66, "@10298": 67, "@1030": 68, "@10310": 69, "@10318": 70, "@1032": 71, "@10326": 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relation_set.json

@@ -0,0 +1,26 @@
+[
+  "<http://dbpedia.org/ontology/subsequentWork>",
+  "<http://dbpedia.org/ontology/genre>",
+  "<http://dbpedia.org/ontology/company>",
+  "<http://dbpedia.org/ontology/composer>",
+  "<http://dbpedia.org/ontology/starring>",
+  "<http://dbpedia.org/ontology/previousWork>",
+  "<http://dbpedia.org/ontology/cinematography>",
+  "<http://dbpedia.org/ontology/director>",
+  "<http://dbpedia.org/ontology/musicComposer>",
+  "<http://dbpedia.org/ontology/location>",
+  "<http://dbpedia.org/ontology/editing>",
+  "<http://dbpedia.org/ontology/productionCompany>",
+  "<http://dbpedia.org/ontology/format>",
+  "<http://dbpedia.org/ontology/language>",
+  "<http://dbpedia.org/ontology/editor>",
+  "<http://dbpedia.org/ontology/person>",
+  "<http://dbpedia.org/ontology/producer>",
+  "<http://dbpedia.org/ontology/distributor>",
+  "<http://dbpedia.org/ontology/country>",
+  "<http://dbpedia.org/ontology/network>",
+  "<http://dbpedia.org/ontology/executiveProducer>",
+  "<http://dbpedia.org/ontology/narrator>",
+  "<http://dbpedia.org/ontology/author>",
+  "<http://dbpedia.org/ontology/writer>"
+]

test.jsonl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:11e07db4b9178bd778669baf8be02aa4b3e20291cce6a3a89bc510dc9ecb063b
+size 3541940

test_data_processed.jsonl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7f87cf22514f597050f1edf919d92b5cc83bd9bda6d01b64900b4b856448d3e1
+size 9265774

train_data_processed.jsonl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a961b6fa830c2bd204808648998fccebbca24984e85ca76f2b4fed62589e21c9
+size 69529284

valid_data_processed.jsonl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e9594e13a8eedb1b17bd26c0ac2d51fe1f01b67d6f769d3b588edc4af40beb5b
+size 7609089