Updated model with better training and evaluation. Test and val data included as pickle files. Older Legacy files were removed to avoid confusion.

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Information-Retrieval_evaluation_eval_results.csv

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Information-Retrieval_evaluation_test_results.csv

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README.md

@@ -10,7 +10,7 @@ tags:
 
 ---
 
-# dell-research-harvard/lt-wikidata-comp-ja
+# {MODEL_NAME}
 
 This is a [LinkTransformer](https://linktransformer.github.io/) model. At its core this model this is a sentence transformer model [sentence-transformers](https://www.SBERT.net) model- it just wraps around the class. 
 It is designed for quick and easy record linkage (entity-matching) through the LinkTransformer package. The tasks include clustering, deduplication, linking, aggregation and more.

config.json

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 {
-  "_name_or_path": "models/linkage_ja_aliases",
+  "_name_or_path": "oshizo/sbert-jsnli-luke-japanese-base-lite",
   "architectures": [
     "LukeModel"
   ],

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special_tokens_map.json

@@ -1,13 +1,47 @@
 {
   "additional_special_tokens": [
-    "<ent>",
-    "<ent2>",
-    "<ent>",
-    "<ent2>",
-    "<ent>",
-    "<ent2>",
-    "<ent>",
-    "<ent2>",
+    {
+      "content": "<ent>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false
+    },
+    {
+      "content": "<ent2>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false
+    },
+    {
+      "content": "<ent>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false
+    },
+    {
+      "content": "<ent2>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false
+    },
+    {
+      "content": "<ent>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false
+    },
+    {
+      "content": "<ent2>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false
+    },
     {
       "content": "<ent>",
       "lstrip": false,
@@ -23,27 +57,9 @@
       "single_word": false
     }
   ],
-  "bos_token": {
-    "content": "<s>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "cls_token": {
-    "content": "<s>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "eos_token": {
-    "content": "</s>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
   "mask_token": {
     "content": "<mask>",
     "lstrip": true,
@@ -51,25 +67,7 @@
     "rstrip": false,
     "single_word": false
   },
-  "pad_token": {
-    "content": "<pad>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "sep_token": {
-    "content": "</s>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "unk_token": {
-    "content": "<unk>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  }
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
 }

pytorch_model.bin → test_data.pickle

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1c44e50620136eaacd05a96a354f8255cf1be856117f155c8786525b6b9f11a1
-size 532357729
+oid sha256:3f2b41b8f6b93286d988cd2877fd84070b6b71705cc409ee7f96702dca1debc5
+size 210726

tokenizer_config.json

@@ -65,8 +65,6 @@
     "<ent>",
     "<ent2>",
     "<ent>",
-    "<ent2>",
-    "<ent>",
     "<ent2>"
   ],
   "bos_token": "<s>",

val_data.pickle

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5f9f9ad795ea65333e8fb33a54844f4fa0b0e0d1eb48147f8033f33cdb80c41
+size 1613280