{ "_name_or_path": "beomi/kcbert-base", "architectures": [ "BertForTokenClassification" ], "attention_probs_dropout_prob": 0.1, "classifier_dropout": null, "directionality": "bidi", "hidden_act": "gelu", "hidden_dropout_prob": 0.1, "hidden_size": 768, "id2label": { "0": "O", "1": "B-PS_NAME", "2": "B-PS_CHARACTER", "3": "B-PS_PET", "4": "B-FD_SCIENCE", "5": "B-FD_SOCIAL_SCIENCE", "6": "B-FD_MEDICINE", "7": "B-FD_ART", "8": "B-FD_HUMANITIES", "9": "B-FD_OTHERS", "10": "B-TR_SCIENCE", "11": "B-TR_SOCIAL_SCIENCE", "12": "B-TR_MEDICINE", "13": "B-TR_ART", "14": "B-TR_HUMANITIES", "15": "B-TR_OTHERS", "16": "B-AF_BUILDING", "17": "B-AF_CULTURAL_ASSET", "18": "B-AF_ROAD", "19": "B-AF_TRANSPORT", "20": "B-AF_MUSICAL_INSTRUMENT", "21": "B-AF_WEAPON", "22": "B-AFA_DOCUMENT", "23": "B-AFA_PERFORMANCE", "24": "B-AFA_VIDEO", "25": "B-AFA_ART_CRAFT", "26": "B-AFA_MUSIC", "27": "B-AFW_SERVICE_PRODUCTS", "28": "B-AFW_OTHER_PRODUCTS", "29": "B-OGG_ECONOMY", "30": "B-OGG_EDUCATION", "31": "B-OGG_MILITARY", "32": "B-OGG_MEDIA", "33": "B-OGG_SPORTS", "34": "B-OGG_ART", "35": "B-OGG_MEDICINE", "36": "B-OGG_RELIGION", "37": "B-OGG_SCIENCE", "38": "B-OGG_LIBRARY", "39": "B-OGG_LAW", "40": "B-OGG_POLITICS", "41": "B-OGG_FOOD", "42": "B-OGG_HOTEL", "43": "B-OGG_OTHERS", "44": "B-LCP_COUNTRY", "45": "B-LCP_PROVINCE", "46": "B-LCP_COUNTY", "47": "B-LCP_CITY", "48": "B-LCP_CAPITALCITY", "49": "B-LCG_RIVER", "50": "B-LCG_OCEAN", "51": "B-LCG_BAY", "52": "B-LCG_MOUNTAIN", "53": "B-LCG_ISLAND", "54": "B-LCG_CONTINENT", "55": "B-LC_SPACE", "56": "B-LC_OTHERS", "57": "B-CV_CULTURE", "58": "B-CV_TRIBE", "59": "B-CV_LANGUAGE", "60": "B-CV_POLICY", "61": "B-CV_LAW", "62": "B-CV_CURRENCY", "63": "B-CV_TAX", "64": "B-CV_FUNDS", "65": "B-CV_ART", "66": "B-CV_SPORTS", "67": "B-CV_SPORTS_POSITION", "68": "B-CV_SPORTS_INST", "69": "B-CV_PRIZE", "70": "B-CV_RELATION", "71": "B-CV_OCCUPATION", "72": "B-CV_POSITION", "73": "B-CV_FOOD", "74": "B-CV_DRINK", "75": "B-CV_FOOD_STYLE", "76": "B-CV_CLOTHING", "77": "B-CV_BUILDING_TYPE", "78": "B-DT_DURATION", "79": "B-DT_DAY", "80": "B-DT_WEEK", "81": "B-DT_MONTH", "82": "B-DT_YEAR", "83": "B-DT_SEASON", "84": "B-DT_GEOAGE", "85": "B-DT_DYNASTY", "86": "B-DT_OTHERS", "87": "B-TI_DURATION", "88": "B-TI_HOUR", "89": "B-TI_MINUTE", "90": "B-TI_SECOND", "91": "B-TI_OTHERS", "92": "B-QT_AGE", "93": "B-QT_SIZE", "94": "B-QT_LENGTH", "95": "B-QT_COUNT", "96": "B-QT_MAN_COUNT", "97": "B-QT_WEIGHT", "98": "B-QT_PERCENTAGE", "99": "B-QT_SPEED", "100": "B-QT_TEMPERATURE", "101": "B-QT_VOLUME", "102": "B-QT_ORDER", "103": "B-QT_PRICE", "104": "B-QT_PHONE", "105": "B-QT_SPORTS", "106": "B-QT_CHANNEL", "107": "B-QT_ALBUM", "108": "B-QT_ADDRESS", "109": "B-QT_OTHERS", "110": "B-EV_ACTIVITY", "111": "B-EV_WAR_REVOLUTION", "112": "B-EV_SPORTS", "113": "B-EV_FESTIVAL", "114": "B-EV_OTHERS", "115": "B-AM_INSECT", "116": "B-AM_BIRD", "117": "B-AM_FISH", "118": "B-AM_MAMMALIA", "119": "B-AM_AMPHIBIA", "120": "B-AM_REPTILIA", "121": "B-AM_TYPE", "122": "B-AM_PART", "123": "B-AM_OTHERS", "124": "B-PT_FRUIT", "125": "B-PT_FLOWER", "126": "B-PT_TREE", "127": "B-PT_GRASS", "128": "B-PT_TYPE", "129": "B-PT_PART", "130": "B-PT_OTHERS", "131": "B-MT_ELEMENT", "132": "B-MT_METAL", "133": "B-MT_ROCK", "134": "B-MT_CHEMICAL", "135": "B-TM_COLOR", "136": "B-TM_DIRECTION", "137": "B-TM_CLIMATE", "138": "B-TM_SHAPE", "139": "B-TM_CELL_TISSUE_ORGAN", "140": "B-TMM_DISEASE", "141": "B-TMM_DRUG", "142": "B-TMI_HW", "143": "B-TMI_SW", "144": "B-TMI_SITE", "145": "B-TMI_EMAIL", "146": "B-TMI_MODEL", "147": "B-TMI_SERVICE", "148": "B-TMI_PROJECT", "149": "B-TMIG_GENRE", "150": "B-TM_SPORTS", "151": "I-PS_NAME", "152": "I-PS_CHARACTER", "153": "I-PS_PET", "154": "I-FD_SCIENCE", "155": "I-FD_SOCIAL_SCIENCE", "156": "I-FD_MEDICINE", "157": "I-FD_ART", "158": "I-FD_HUMANITIES", "159": "I-FD_OTHERS", "160": "I-TR_SCIENCE", "161": "I-TR_SOCIAL_SCIENCE", "162": "I-TR_MEDICINE", "163": "I-TR_ART", "164": "I-TR_HUMANITIES", "165": "I-TR_OTHERS", "166": "I-AF_BUILDING", "167": "I-AF_CULTURAL_ASSET", "168": "I-AF_ROAD", "169": "I-AF_TRANSPORT", "170": "I-AF_MUSICAL_INSTRUMENT", "171": "I-AF_WEAPON", "172": "I-AFA_DOCUMENT", "173": "I-AFA_PERFORMANCE", "174": "I-AFA_VIDEO", "175": "I-AFA_ART_CRAFT", "176": "I-AFA_MUSIC", "177": "I-AFW_SERVICE_PRODUCTS", "178": "I-AFW_OTHER_PRODUCTS", "179": "I-OGG_ECONOMY", "180": "I-OGG_EDUCATION", "181": "I-OGG_MILITARY", "182": "I-OGG_MEDIA", "183": "I-OGG_SPORTS", "184": "I-OGG_ART", "185": "I-OGG_MEDICINE", "186": "I-OGG_RELIGION", "187": "I-OGG_SCIENCE", "188": "I-OGG_LIBRARY", "189": "I-OGG_LAW", "190": "I-OGG_POLITICS", "191": "I-OGG_FOOD", "192": "I-OGG_HOTEL", "193": "I-OGG_OTHERS", "194": "I-LCP_COUNTRY", "195": "I-LCP_PROVINCE", "196": "I-LCP_COUNTY", "197": "I-LCP_CITY", "198": "I-LCP_CAPITALCITY", "199": "I-LCG_RIVER", "200": "I-LCG_OCEAN", "201": "I-LCG_BAY", "202": "I-LCG_MOUNTAIN", "203": "I-LCG_ISLAND", "204": "I-LCG_CONTINENT", "205": "I-LC_SPACE", "206": "I-LC_OTHERS", "207": "I-CV_CULTURE", "208": "I-CV_TRIBE", "209": "I-CV_LANGUAGE", "210": "I-CV_POLICY", "211": "I-CV_LAW", "212": "I-CV_CURRENCY", "213": "I-CV_TAX", "214": "I-CV_FUNDS", "215": "I-CV_ART", "216": "I-CV_SPORTS", "217": "I-CV_SPORTS_POSITION", "218": "I-CV_SPORTS_INST", "219": "I-CV_PRIZE", "220": "I-CV_RELATION", "221": "I-CV_OCCUPATION", "222": "I-CV_POSITION", "223": "I-CV_FOOD", "224": "I-CV_DRINK", "225": "I-CV_FOOD_STYLE", "226": "I-CV_CLOTHING", "227": "I-CV_BUILDING_TYPE", "228": "I-DT_DURATION", "229": "I-DT_DAY", "230": "I-DT_WEEK", "231": "I-DT_MONTH", "232": "I-DT_YEAR", "233": "I-DT_SEASON", "234": "I-DT_GEOAGE", "235": "I-DT_DYNASTY", "236": "I-DT_OTHERS", "237": "I-TI_DURATION", "238": "I-TI_HOUR", "239": "I-TI_MINUTE", "240": "I-TI_SECOND", "241": "I-TI_OTHERS", "242": "I-QT_AGE", "243": "I-QT_SIZE", "244": "I-QT_LENGTH", "245": "I-QT_COUNT", "246": "I-QT_MAN_COUNT", "247": "I-QT_WEIGHT", "248": "I-QT_PERCENTAGE", "249": "I-QT_SPEED", "250": "I-QT_TEMPERATURE", "251": "I-QT_VOLUME", "252": "I-QT_ORDER", "253": "I-QT_PRICE", "254": "I-QT_PHONE", "255": "I-QT_SPORTS", "256": "I-QT_CHANNEL", "257": "I-QT_ALBUM", "258": "I-QT_ADDRESS", "259": "I-QT_OTHERS", "260": "I-EV_ACTIVITY", "261": "I-EV_WAR_REVOLUTION", "262": "I-EV_SPORTS", "263": "I-EV_FESTIVAL", "264": "I-EV_OTHERS", "265": "I-AM_INSECT", "266": "I-AM_BIRD", "267": "I-AM_FISH", "268": "I-AM_MAMMALIA", "269": "I-AM_AMPHIBIA", "270": "I-AM_REPTILIA", "271": "I-AM_TYPE", "272": "I-AM_PART", "273": "I-AM_OTHERS", "274": "I-PT_FRUIT", "275": "I-PT_FLOWER", "276": "I-PT_TREE", "277": "I-PT_GRASS", "278": "I-PT_TYPE", "279": "I-PT_PART", "280": "I-PT_OTHERS", "281": "I-MT_ELEMENT", "282": "I-MT_METAL", "283": "I-MT_ROCK", "284": "I-MT_CHEMICAL", "285": "I-TM_COLOR", "286": "I-TM_DIRECTION", "287": "I-TM_CLIMATE", "288": "I-TM_SHAPE", "289": "I-TM_CELL_TISSUE_ORGAN", "290": "I-TMM_DISEASE", "291": "I-TMM_DRUG", "292": "I-TMI_HW", "293": "I-TMI_SW", "294": "I-TMI_SITE", "295": "I-TMI_EMAIL", "296": "I-TMI_MODEL", "297": "I-TMI_SERVICE", "298": "I-TMI_PROJECT", "299": "I-TMIG_GENRE", "300": "I-TM_SPORTS" }, "initializer_range": 0.02, "intermediate_size": 3072, "label2id": { "B-AFA_ART_CRAFT": 25, "B-AFA_DOCUMENT": 22, "B-AFA_MUSIC": 26, "B-AFA_PERFORMANCE": 23, "B-AFA_VIDEO": 24, "B-AFW_OTHER_PRODUCTS": 28, "B-AFW_SERVICE_PRODUCTS": 27, "B-AF_BUILDING": 16, "B-AF_CULTURAL_ASSET": 17, "B-AF_MUSICAL_INSTRUMENT": 20, "B-AF_ROAD": 18, "B-AF_TRANSPORT": 19, "B-AF_WEAPON": 21, "B-AM_AMPHIBIA": 119, "B-AM_BIRD": 116, "B-AM_FISH": 117, "B-AM_INSECT": 115, "B-AM_MAMMALIA": 118, "B-AM_OTHERS": 123, "B-AM_PART": 122, "B-AM_REPTILIA": 120, "B-AM_TYPE": 121, "B-CV_ART": 65, "B-CV_BUILDING_TYPE": 77, "B-CV_CLOTHING": 76, "B-CV_CULTURE": 57, "B-CV_CURRENCY": 62, "B-CV_DRINK": 74, "B-CV_FOOD": 73, "B-CV_FOOD_STYLE": 75, "B-CV_FUNDS": 64, "B-CV_LANGUAGE": 59, "B-CV_LAW": 61, "B-CV_OCCUPATION": 71, "B-CV_POLICY": 60, "B-CV_POSITION": 72, "B-CV_PRIZE": 69, "B-CV_RELATION": 70, "B-CV_SPORTS": 66, "B-CV_SPORTS_INST": 68, "B-CV_SPORTS_POSITION": 67, "B-CV_TAX": 63, "B-CV_TRIBE": 58, "B-DT_DAY": 79, "B-DT_DURATION": 78, "B-DT_DYNASTY": 85, "B-DT_GEOAGE": 84, "B-DT_MONTH": 81, "B-DT_OTHERS": 86, "B-DT_SEASON": 83, "B-DT_WEEK": 80, "B-DT_YEAR": 82, "B-EV_ACTIVITY": 110, "B-EV_FESTIVAL": 113, "B-EV_OTHERS": 114, "B-EV_SPORTS": 112, "B-EV_WAR_REVOLUTION": 111, "B-FD_ART": 7, "B-FD_HUMANITIES": 8, "B-FD_MEDICINE": 6, "B-FD_OTHERS": 9, "B-FD_SCIENCE": 4, "B-FD_SOCIAL_SCIENCE": 5, "B-LCG_BAY": 51, "B-LCG_CONTINENT": 54, "B-LCG_ISLAND": 53, "B-LCG_MOUNTAIN": 52, "B-LCG_OCEAN": 50, "B-LCG_RIVER": 49, "B-LCP_CAPITALCITY": 48, "B-LCP_CITY": 47, "B-LCP_COUNTRY": 44, "B-LCP_COUNTY": 46, "B-LCP_PROVINCE": 45, "B-LC_OTHERS": 56, "B-LC_SPACE": 55, "B-MT_CHEMICAL": 134, "B-MT_ELEMENT": 131, "B-MT_METAL": 132, "B-MT_ROCK": 133, "B-OGG_ART": 34, "B-OGG_ECONOMY": 29, "B-OGG_EDUCATION": 30, "B-OGG_FOOD": 41, "B-OGG_HOTEL": 42, "B-OGG_LAW": 39, "B-OGG_LIBRARY": 38, "B-OGG_MEDIA": 32, "B-OGG_MEDICINE": 35, "B-OGG_MILITARY": 31, "B-OGG_OTHERS": 43, "B-OGG_POLITICS": 40, "B-OGG_RELIGION": 36, "B-OGG_SCIENCE": 37, "B-OGG_SPORTS": 33, "B-PS_CHARACTER": 2, "B-PS_NAME": 1, "B-PS_PET": 3, "B-PT_FLOWER": 125, "B-PT_FRUIT": 124, "B-PT_GRASS": 127, "B-PT_OTHERS": 130, "B-PT_PART": 129, "B-PT_TREE": 126, "B-PT_TYPE": 128, "B-QT_ADDRESS": 108, "B-QT_AGE": 92, "B-QT_ALBUM": 107, "B-QT_CHANNEL": 106, "B-QT_COUNT": 95, "B-QT_LENGTH": 94, "B-QT_MAN_COUNT": 96, "B-QT_ORDER": 102, "B-QT_OTHERS": 109, "B-QT_PERCENTAGE": 98, "B-QT_PHONE": 104, "B-QT_PRICE": 103, "B-QT_SIZE": 93, "B-QT_SPEED": 99, "B-QT_SPORTS": 105, "B-QT_TEMPERATURE": 100, "B-QT_VOLUME": 101, "B-QT_WEIGHT": 97, "B-TI_DURATION": 87, "B-TI_HOUR": 88, "B-TI_MINUTE": 89, "B-TI_OTHERS": 91, "B-TI_SECOND": 90, "B-TMIG_GENRE": 149, "B-TMI_EMAIL": 145, "B-TMI_HW": 142, "B-TMI_MODEL": 146, "B-TMI_PROJECT": 148, "B-TMI_SERVICE": 147, "B-TMI_SITE": 144, "B-TMI_SW": 143, "B-TMM_DISEASE": 140, "B-TMM_DRUG": 141, "B-TM_CELL_TISSUE_ORGAN": 139, "B-TM_CLIMATE": 137, "B-TM_COLOR": 135, "B-TM_DIRECTION": 136, "B-TM_SHAPE": 138, "B-TM_SPORTS": 150, "B-TR_ART": 13, "B-TR_HUMANITIES": 14, "B-TR_MEDICINE": 12, "B-TR_OTHERS": 15, "B-TR_SCIENCE": 10, "B-TR_SOCIAL_SCIENCE": 11, "I-AFA_ART_CRAFT": 175, "I-AFA_DOCUMENT": 172, "I-AFA_MUSIC": 176, "I-AFA_PERFORMANCE": 173, "I-AFA_VIDEO": 174, "I-AFW_OTHER_PRODUCTS": 178, "I-AFW_SERVICE_PRODUCTS": 177, "I-AF_BUILDING": 166, "I-AF_CULTURAL_ASSET": 167, "I-AF_MUSICAL_INSTRUMENT": 170, "I-AF_ROAD": 168, "I-AF_TRANSPORT": 169, "I-AF_WEAPON": 171, "I-AM_AMPHIBIA": 269, "I-AM_BIRD": 266, "I-AM_FISH": 267, "I-AM_INSECT": 265, "I-AM_MAMMALIA": 268, "I-AM_OTHERS": 273, "I-AM_PART": 272, "I-AM_REPTILIA": 270, "I-AM_TYPE": 271, "I-CV_ART": 215, "I-CV_BUILDING_TYPE": 227, "I-CV_CLOTHING": 226, "I-CV_CULTURE": 207, "I-CV_CURRENCY": 212, "I-CV_DRINK": 224, "I-CV_FOOD": 223, "I-CV_FOOD_STYLE": 225, "I-CV_FUNDS": 214, "I-CV_LANGUAGE": 209, "I-CV_LAW": 211, "I-CV_OCCUPATION": 221, "I-CV_POLICY": 210, "I-CV_POSITION": 222, "I-CV_PRIZE": 219, "I-CV_RELATION": 220, "I-CV_SPORTS": 216, "I-CV_SPORTS_INST": 218, "I-CV_SPORTS_POSITION": 217, "I-CV_TAX": 213, "I-CV_TRIBE": 208, "I-DT_DAY": 229, "I-DT_DURATION": 228, "I-DT_DYNASTY": 235, "I-DT_GEOAGE": 234, "I-DT_MONTH": 231, "I-DT_OTHERS": 236, "I-DT_SEASON": 233, "I-DT_WEEK": 230, "I-DT_YEAR": 232, "I-EV_ACTIVITY": 260, "I-EV_FESTIVAL": 263, "I-EV_OTHERS": 264, "I-EV_SPORTS": 262, "I-EV_WAR_REVOLUTION": 261, "I-FD_ART": 157, "I-FD_HUMANITIES": 158, "I-FD_MEDICINE": 156, "I-FD_OTHERS": 159, "I-FD_SCIENCE": 154, "I-FD_SOCIAL_SCIENCE": 155, "I-LCG_BAY": 201, "I-LCG_CONTINENT": 204, "I-LCG_ISLAND": 203, "I-LCG_MOUNTAIN": 202, "I-LCG_OCEAN": 200, "I-LCG_RIVER": 199, "I-LCP_CAPITALCITY": 198, "I-LCP_CITY": 197, "I-LCP_COUNTRY": 194, "I-LCP_COUNTY": 196, "I-LCP_PROVINCE": 195, "I-LC_OTHERS": 206, "I-LC_SPACE": 205, "I-MT_CHEMICAL": 284, "I-MT_ELEMENT": 281, "I-MT_METAL": 282, "I-MT_ROCK": 283, "I-OGG_ART": 184, "I-OGG_ECONOMY": 179, "I-OGG_EDUCATION": 180, "I-OGG_FOOD": 191, "I-OGG_HOTEL": 192, "I-OGG_LAW": 189, "I-OGG_LIBRARY": 188, "I-OGG_MEDIA": 182, "I-OGG_MEDICINE": 185, "I-OGG_MILITARY": 181, "I-OGG_OTHERS": 193, "I-OGG_POLITICS": 190, "I-OGG_RELIGION": 186, "I-OGG_SCIENCE": 187, "I-OGG_SPORTS": 183, "I-PS_CHARACTER": 152, "I-PS_NAME": 151, "I-PS_PET": 153, "I-PT_FLOWER": 275, "I-PT_FRUIT": 274, "I-PT_GRASS": 277, "I-PT_OTHERS": 280, "I-PT_PART": 279, "I-PT_TREE": 276, "I-PT_TYPE": 278, "I-QT_ADDRESS": 258, "I-QT_AGE": 242, "I-QT_ALBUM": 257, "I-QT_CHANNEL": 256, "I-QT_COUNT": 245, "I-QT_LENGTH": 244, "I-QT_MAN_COUNT": 246, "I-QT_ORDER": 252, "I-QT_OTHERS": 259, "I-QT_PERCENTAGE": 248, "I-QT_PHONE": 254, "I-QT_PRICE": 253, "I-QT_SIZE": 243, "I-QT_SPEED": 249, "I-QT_SPORTS": 255, "I-QT_TEMPERATURE": 250, "I-QT_VOLUME": 251, "I-QT_WEIGHT": 247, "I-TI_DURATION": 237, "I-TI_HOUR": 238, "I-TI_MINUTE": 239, "I-TI_OTHERS": 241, "I-TI_SECOND": 240, "I-TMIG_GENRE": 299, "I-TMI_EMAIL": 295, "I-TMI_HW": 292, "I-TMI_MODEL": 296, "I-TMI_PROJECT": 298, "I-TMI_SERVICE": 297, "I-TMI_SITE": 294, "I-TMI_SW": 293, "I-TMM_DISEASE": 290, "I-TMM_DRUG": 291, "I-TM_CELL_TISSUE_ORGAN": 289, "I-TM_CLIMATE": 287, "I-TM_COLOR": 285, "I-TM_DIRECTION": 286, "I-TM_SHAPE": 288, "I-TM_SPORTS": 300, "I-TR_ART": 163, "I-TR_HUMANITIES": 164, "I-TR_MEDICINE": 162, "I-TR_OTHERS": 165, "I-TR_SCIENCE": 160, "I-TR_SOCIAL_SCIENCE": 161, "O": 0 }, "layer_norm_eps": 1e-12, "max_position_embeddings": 300, "model_type": "bert", "num_attention_heads": 12, "num_hidden_layers": 12, "pad_token_id": 0, "pooler_fc_size": 768, "pooler_num_attention_heads": 12, "pooler_num_fc_layers": 3, "pooler_size_per_head": 128, "pooler_type": "first_token_transform", "position_embedding_type": "absolute", "torch_dtype": "float32", "transformers_version": "4.35.2", "type_vocab_size": 2, "use_cache": true, "vocab_size": 30000 }