Upload 17 files

Browse files

Files changed (17) hide show

EconBERT_Model/econbert_tokenizer/added_tokens.json +632 -0
EconBERT_Model/econbert_tokenizer/merges.txt +0 -0
EconBERT_Model/econbert_tokenizer/special_tokens_map.json +15 -0
EconBERT_Model/econbert_tokenizer/tokenizer.json +0 -0
EconBERT_Model/econbert_tokenizer/tokenizer_config.json +0 -0
EconBERT_Model/econbert_tokenizer/vocab.json +0 -0
EconBERT_Model/econbert_weights/added_tokens.json +632 -0
EconBERT_Model/econbert_weights/archive/pytorch_model.bin +3 -0
EconBERT_Model/econbert_weights/config.json +28 -0
EconBERT_Model/econbert_weights/config_sentence_transformers.json +10 -0
EconBERT_Model/econbert_weights/merges.txt +0 -0
EconBERT_Model/econbert_weights/modules.json +14 -0
EconBERT_Model/econbert_weights/pytorch_model.bin +3 -0
EconBERT_Model/econbert_weights/special_tokens_map.json +51 -0
EconBERT_Model/econbert_weights/tokenizer.json +0 -0
EconBERT_Model/econbert_weights/tokenizer_config.json +0 -0
EconBERT_Model/econbert_weights/vocab.json +0 -0

EconBERT_Model/econbert_tokenizer/added_tokens.json ADDED Viewed

	@@ -0,0 +1,632 @@

+{
+  "Africa": 50313,
+  "Association": 50761,
+  "Chairman": 50478,
+  "Committee": 50386,
+  "Communications": 50439,
+  "Conference": 50556,
+  "Corporation": 50426,
+  "County": 50442,
+  "Dow": 50483,
+  "Dry": 50531,
+  "Finance": 50697,
+  "Foundation": 50305,
+  "Holdings": 50384,
+  "Institute": 50720,
+  "Investment": 50273,
+  "Investor": 50438,
+  "Investors": 50826,
+  "Kong": 50805,
+  "Korea": 50476,
+  "LLC": 50784,
+  "Marketing": 50637,
+  "Minister": 50356,
+  "Mostly": 50548,
+  "Nasdaq": 50851,
+  "Officer": 50540,
+  "PLC": 50595,
+  "Partners": 50383,
+  "Reserve": 50522,
+  "Scattered": 50471,
+  "Securities": 50861,
+  "Singapore": 50645,
+  "Solutions": 50290,
+  "Systems": 50842,
+  "Technologies": 50336,
+  "Temperatures": 50472,
+  "Treasury": 50348,
+  "accounted": 50643,
+  "accounting": 50485,
+  "accounts": 50581,
+  "acquired": 50721,
+  "acquisition": 50605,
+  "across": 50427,
+  "activities": 50590,
+  "addition": 50564,
+  "additional": 50872,
+  "adjustment": 50794,
+  "adjustments": 50762,
+  "administration": 50648,
+  "advanced": 50623,
+  "adverse": 50844,
+  "affect": 50638,
+  "agencies": 50779,
+  "aggregate": 50499,
+  "agreed": 50311,
+  "agreement": 50376,
+  "allocation": 50479,
+  "already": 50797,
+  "alternative": 50874,
+  "american": 50845,
+  "amounts": 50833,
+  "analyst": 50706,
+  "analysts": 50572,
+  "annual": 50466,
+  "appear": 50598,
+  "appears": 50342,
+  "appendix": 50291,
+  "applications": 50527,
+  "approach": 50379,
+  "approval": 50807,
+  "april": 50349,
+  "areas": 50275,
+  "assessment": 50855,
+  "asset": 50443,
+  "assume": 50409,
+  "assumed": 50751,
+  "assumption": 50642,
+  "assumptions": 50532,
+  "auction": 50546,
+  "august": 50582,
+  "austria": 50373,
+  "austrian": 50456,
+  "authorities": 50679,
+  "balances": 50641,
+  "banco": 50852,
+  "banking": 50569,
+  "baseline": 50578,
+  "basis": 50747,
+  "become": 50685,
+  "began": 50664,
+  "beginning": 50519,
+  "believe": 50303,
+  "benchmark": 50810,
+  "benefits": 50277,
+  "biggest": 50795,
+  "bond": 50413,
+  "bonds": 50385,
+  "borrowers": 50801,
+  "borrowing": 50592,
+  "brands": 50888,
+  "broadly": 50796,
+  "bureau": 50870,
+  "businesses": 50731,
+  "buying": 50614,
+  "calculated": 50653,
+  "came": 50739,
+  "capabilities": 50325,
+  "categories": 50293,
+  "cents": 50497,
+  "chairman": 50737,
+  "characteristics": 50520,
+  "china": 50524,
+  "claims": 50817,
+  "clients": 50314,
+  "coefficient": 50436,
+  "coefficients": 50820,
+  "collateral": 50475,
+  "commission": 50404,
+  "commitment": 50586,
+  "committed": 50783,
+  "commodity": 50867,
+  "communities": 50616,
+  "companies": 50477,
+  "compared": 50683,
+  "comparison": 50563,
+  "competition": 50579,
+  "completed": 50368,
+  "components": 50607,
+  "comprehensive": 50460,
+  "concerns": 50463,
+  "conditional": 50753,
+  "conditions": 50606,
+  "considerable": 50603,
+  "considered": 50729,
+  "consistent": 50269,
+  "constant": 50649,
+  "constraint": 50446,
+  "constraints": 50887,
+  "construction": 50468,
+  "consumers": 50538,
+  "consumption": 50424,
+  "contacts": 50451,
+  "continued": 50344,
+  "continues": 50836,
+  "contracts": 50453,
+  "contrast": 50864,
+  "contributed": 50312,
+  "contribution": 50515,
+  "contributions": 50868,
+  "corporate": 50454,
+  "corporations": 50529,
+  "correlation": 50308,
+  "corresponding": 50633,
+  "costs": 50346,
+  "council": 50440,
+  "countries": 50626,
+  "covid": 50723,
+  "cpi": 50292,
+  "crises": 50857,
+  "crisis": 50544,
+  "currencies": 50759,
+  "curve": 50765,
+  "customer": 50771,
+  "customers": 50689,
+  "cyclical": 50708,
+  "debt": 50573,
+  "december": 50285,
+  "decision": 50571,
+  "decisions": 50793,
+  "decline": 50391,
+  "declined": 50596,
+  "declines": 50298,
+  "decrease": 50806,
+  "decreased": 50461,
+  "dedicated": 50667,
+  "deficit": 50773,
+  "deliver": 50315,
+  "delivery": 50509,
+  "depends": 50327,
+  "deposit": 50873,
+  "deposits": 50748,
+  "depreciation": 50382,
+  "derivatives": 50553,
+  "determined": 50617,
+  "developing": 50800,
+  "developments": 50602,
+  "deviation": 50710,
+  "difference": 50778,
+  "differences": 50630,
+  "difficult": 50350,
+  "directly": 50625,
+  "discount": 50775,
+  "discuss": 50650,
+  "discussed": 50496,
+  "discussion": 50577,
+  "disease": 50669,
+  "distribution": 50757,
+  "domestic": 50535,
+  "downward": 50886,
+  "dynamic": 50808,
+  "dynamics": 50335,
+  "earlier": 50390,
+  "earnings": 50276,
+  "ecb": 50423,
+  "economics": 50789,
+  "economies": 50701,
+  "economy": 50488,
+  "effort": 50666,
+  "efforts": 50420,
+  "elasticity": 50418,
+  "emerging": 50444,
+  "empirical": 50428,
+  "employees": 50347,
+  "ensure": 50415,
+  "enterprise": 50769,
+  "enterprises": 50634,
+  "equation": 50411,
+  "equations": 50652,
+  "equilibrium": 50790,
+  "equipment": 50677,
+  "equity": 50856,
+  "equivalent": 50414,
+  "estimate": 50459,
+  "estimated": 50286,
+  "estimates": 50330,
+  "estimation": 50525,
+  "europe": 50429,
+  "european": 50338,
+  "eurosystem": 50329,
+  "evolution": 50270,
+  "excess": 50367,
+  "exchange": 50863,
+  "excited": 50394,
+  "executive": 50481,
+  "expand": 50894,
+  "expanded": 50517,
+  "expansion": 50711,
+  "expect": 50639,
+  "expectations": 50700,
+  "expects": 50320,
+  "expenditure": 50613,
+  "expenditures": 50781,
+  "experience": 50680,
+  "expertise": 50707,
+  "explain": 50768,
+  "exports": 50490,
+  "exposure": 50850,
+  "exposures": 50566,
+  "extent": 50859,
+  "facilities": 50802,
+  "facility": 50289,
+  "factors": 50746,
+  "families": 50506,
+  "february": 50597,
+  "federal": 50523,
+  "figures": 50465,
+  "filed": 50498,
+  "finally": 50324,
+  "finance": 50741,
+  "financing": 50304,
+  "firm": 50829,
+  "firms": 50435,
+  "fiscal": 50604,
+  "fluctuations": 50816,
+  "followed": 50884,
+  "following": 50287,
+  "follows": 50682,
+  "forecast": 50507,
+  "forecasts": 50502,
+  "fraction": 50417,
+  "functions": 50875,
+  "funds": 50882,
+  "furthermore": 50550,
+  "gains": 50300,
+  "gdp": 50798,
+  "generally": 50395,
+  "germany": 50508,
+  "goods": 50288,
+  "gradually": 50430,
+  "greater": 50611,
+  "grew": 50489,
+  "headquartered": 50738,
+  "healthcare": 50389,
+  "helped": 50380,
+  "helping": 50505,
+  "hence": 50879,
+  "historical": 50818,
+  "hkma": 50512,
+  "holdings": 50646,
+  "hong": 50763,
+  "horizon": 50282,
+  "household": 50601,
+  "households": 50422,
+  "however": 50343,
+  "hypothesis": 50815,
+  "imf": 50745,
+  "immediately": 50846,
+  "implementation": 50772,
+  "implications": 50307,
+  "implied": 50714,
+  "implies": 50510,
+  "imply": 50328,
+  "importance": 50780,
+  "imports": 50847,
+  "improved": 50398,
+  "improvement": 50268,
+  "included": 50503,
+  "increase": 50266,
+  "increased": 50699,
+  "increases": 50458,
+  "indeed": 50599,
+  "indicate": 50361,
+  "indicated": 50692,
+  "indicates": 50730,
+  "indicator": 50777,
+  "indicators": 50880,
+  "individuals": 50819,
+  "industries": 50480,
+  "industry": 50452,
+  "inflation": 50588,
+  "infrastructure": 50333,
+  "innovation": 50618,
+  "innovative": 50750,
+  "institutions": 50425,
+  "instruments": 50541,
+  "insurance": 50589,
+  "integrated": 50369,
+  "interbank": 50358,
+  "investment": 50306,
+  "investments": 50814,
+  "investor": 50726,
+  "investors": 50834,
+  "ireland": 50885,
+  "irish": 50392,
+  "issuance": 50362,
+  "italy": 50513,
+  "january": 50889,
+  "japan": 50405,
+  "joint": 50743,
+  "july": 50543,
+  "june": 50728,
+  "kong": 50619,
+  "labor": 50388,
+  "labour": 50309,
+  "largely": 50849,
+  "larger": 50482,
+  "latter": 50552,
+  "launched": 50464,
+  "leadership": 50715,
+  "least": 50705,
+  "lending": 50725,
+  "leverage": 50352,
+  "liabilities": 50366,
+  "liquidity": 50492,
+  "literature": 50622,
+  "loan": 50853,
+  "loans": 50528,
+  "located": 50823,
+  "locations": 50636,
+  "longer": 50854,
+  "losses": 50365,
+  "macro": 50804,
+  "macroeconomic": 50402,
+  "mainly": 50494,
+  "manage": 50397,
+  "managers": 50681,
+  "manufacturing": 50319,
+  "march": 50265,
+  "marginal": 50612,
+  "marketing": 50838,
+  "maturity": 50600,
+  "means": 50299,
+  "measure": 50698,
+  "measured": 50339,
+  "mechanism": 50629,
+  "median": 50316,
+  "meeting": 50684,
+  "merger": 50620,
+  "minister": 50891,
+  "modest": 50656,
+  "monetary": 50825,
+  "monthly": 50822,
+  "moreover": 50457,
+  "mortgage": 50557,
+  "movements": 50574,
+  "nancial": 50704,
+  "nearly": 50337,
+  "networks": 50407,
+  "nevertheless": 50832,
+  "nominal": 50533,
+  "northern": 50516,
+  "noted": 50627,
+  "november": 50655,
+  "objective": 50811,
+  "observations": 50419,
+  "observed": 50297,
+  "obtain": 50686,
+  "obtained": 50671,
+  "october": 50536,
+  "offered": 50640,
+  "offering": 50628,
+  "offers": 50272,
+  "officer": 50410,
+  "offices": 50755,
+  "officials": 50469,
+  "operates": 50267,
+  "operating": 50387,
+  "operations": 50615,
+  "opportunities": 50355,
+  "opportunity": 50370,
+  "optimal": 50500,
+  "organization": 50537,
+  "organizations": 50785,
+  "others": 50835,
+  "outlook": 50734,
+  "outstanding": 50744,
+  "overall": 50441,
+  "owns": 50869,
+  "pandemic": 50654,
+  "parameter": 50709,
+  "parameters": 50332,
+  "participants": 50782,
+  "participation": 50271,
+  "particular": 50732,
+  "partly": 50788,
+  "partner": 50812,
+  "partners": 50278,
+  "partnership": 50662,
+  "patients": 50635,
+  "payments": 50786,
+  "pence": 50576,
+  "pension": 50565,
+  "percentage": 50760,
+  "periods": 50431,
+  "permanent": 50399,
+  "planning": 50539,
+  "plans": 50551,
+  "pleased": 50504,
+  "policies": 50813,
+  "portfolio": 50821,
+  "portfolios": 50722,
+  "portugal": 50511,
+  "portuguese": 50279,
+  "positions": 50301,
+  "possibility": 50467,
+  "possible": 50449,
+  "potential": 50803,
+  "premium": 50294,
+  "presentation": 50318,
+  "presented": 50280,
+  "presents": 50792,
+  "pressures": 50501,
+  "previous": 50657,
+  "previously": 50575,
+  "prices": 50450,
+  "pricing": 50736,
+  "primarily": 50560,
+  "prior": 50374,
+  "probability": 50871,
+  "problems": 50754,
+  "productivity": 50608,
+  "professionals": 50372,
+  "profitability": 50712,
+  "programs": 50317,
+  "projected": 50670,
+  "projection": 50547,
+  "projections": 50841,
+  "proportion": 50377,
+  "proposed": 50360,
+  "provide": 50890,
+  "provider": 50448,
+  "providers": 50770,
+  "provides": 50334,
+  "providing": 50703,
+  "purchase": 50824,
+  "purchases": 50659,
+  "quarterly": 50400,
+  "quickly": 50363,
+  "ratio": 50433,
+  "ratios": 50840,
+  "reached": 50323,
+  "reasons": 50283,
+  "receive": 50674,
+  "recently": 50668,
+  "recession": 50591,
+  "recognized": 50296,
+  "recovery": 50663,
+  "reduce": 50758,
+  "reduced": 50351,
+  "reducing": 50421,
+  "reduction": 50495,
+  "reflected": 50727,
+  "reflecting": 50843,
+  "reflects": 50690,
+  "reform": 50865,
+  "regarding": 50310,
+  "regime": 50568,
+  "regional": 50473,
+  "regions": 50340,
+  "regression": 50724,
+  "regressions": 50514,
+  "regulatory": 50455,
+  "relationship": 50632,
+  "relatively": 50412,
+  "remain": 50341,
+  "remained": 50393,
+  "remaining": 50881,
+  "remains": 50437,
+  "requirements": 50518,
+  "reserve": 50831,
+  "reserves": 50893,
+  "residential": 50559,
+  "respectively": 50593,
+  "respondents": 50462,
+  "responses": 50555,
+  "restrictions": 50302,
+  "resulting": 50651,
+  "retail": 50587,
+  "returns": 50742,
+  "revenue": 50694,
+  "revenues": 50474,
+  "risks": 50672,
+  "robust": 50371,
+  "russia": 50691,
+  "sales": 50353,
+  "savings": 50776,
+  "saying": 50687,
+  "says": 50375,
+  "scenario": 50345,
+  "scheduled": 50584,
+  "sectors": 50521,
+  "securities": 50647,
+  "senior": 50445,
+  "september": 50675,
+  "serve": 50562,
+  "settlement": 50526,
+  "several": 50534,
+  "shareholders": 50610,
+  "shares": 50542,
+  "sharply": 50359,
+  "shocks": 50719,
+  "showers": 50866,
+  "significantly": 50487,
+  "situation": 50624,
+  "slightly": 50470,
+  "slowdown": 50493,
+  "smaller": 50787,
+  "solution": 50702,
+  "solutions": 50284,
+  "somewhat": 50585,
+  "sources": 50756,
+  "southern": 50364,
+  "sovereign": 50830,
+  "specifically": 50580,
+  "specification": 50828,
+  "spending": 50733,
+  "spokesman": 50676,
+  "spreads": 50673,
+  "stability": 50740,
+  "stake": 50594,
+  "standards": 50892,
+  "statements": 50621,
+  "statistical": 50878,
+  "statistics": 50809,
+  "steady": 50378,
+  "strategic": 50678,
+  "strategy": 50752,
+  "stronger": 50432,
+  "structural": 50447,
+  "structure": 50416,
+  "students": 50545,
+  "studies": 50661,
+  "subsidiary": 50561,
+  "substantial": 50434,
+  "substantially": 50713,
+  "suggests": 50693,
+  "supply": 50281,
+  "surplus": 50321,
+  "survey": 50696,
+  "systemic": 50695,
+  "systems": 50583,
+  "taken": 50735,
+  "talks": 50570,
+  "taxes": 50381,
+  "technologies": 50295,
+  "television": 50567,
+  "temporary": 50658,
+  "tend": 50322,
+  "theory": 50718,
+  "therefore": 50406,
+  "throughout": 50848,
+  "took": 50274,
+  "towards": 50860,
+  "trading": 50876,
+  "transaction": 50837,
+  "transactions": 50688,
+  "transfers": 50631,
+  "transition": 50717,
+  "treasury": 50799,
+  "trend": 50357,
+  "trends": 50767,
+  "trillion": 50716,
+  "uncertainty": 50331,
+  "unchanged": 50766,
+  "underlying": 50484,
+  "unemployment": 50609,
+  "university": 50791,
+  "upward": 50827,
+  "utility": 50660,
+  "variables": 50326,
+  "variance": 50403,
+  "variation": 50408,
+  "variety": 50644,
+  "various": 50877,
+  "vehicle": 50354,
+  "vehicles": 50839,
+  "visit": 50862,
+  "volatility": 50558,
+  "wages": 50549,
+  "webcast": 50491,
+  "website": 50749,
+  "weeks": 50396,
+  "weighted": 50401,
+  "welfare": 50883,
+  "wheat": 50665,
+  "whereas": 50774,
+  "whole": 50858,
+  "wireless": 50530,
+  "worldwide": 50764,
+  "yield": 50554,
+  "yields": 50486
+}

EconBERT_Model/econbert_tokenizer/merges.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

EconBERT_Model/econbert_tokenizer/special_tokens_map.json ADDED Viewed

	@@ -0,0 +1,15 @@

+{
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
+}

EconBERT_Model/econbert_tokenizer/tokenizer.json ADDED Viewed

The diff for this file is too large to render. See raw diff

EconBERT_Model/econbert_tokenizer/tokenizer_config.json ADDED Viewed

The diff for this file is too large to render. See raw diff

EconBERT_Model/econbert_tokenizer/vocab.json ADDED Viewed

The diff for this file is too large to render. See raw diff

EconBERT_Model/econbert_weights/added_tokens.json ADDED Viewed

	@@ -0,0 +1,632 @@

+{
+  "Africa": 50313,
+  "Association": 50761,
+  "Chairman": 50478,
+  "Committee": 50386,
+  "Communications": 50439,
+  "Conference": 50556,
+  "Corporation": 50426,
+  "County": 50442,
+  "Dow": 50483,
+  "Dry": 50531,
+  "Finance": 50697,
+  "Foundation": 50305,
+  "Holdings": 50384,
+  "Institute": 50720,
+  "Investment": 50273,
+  "Investor": 50438,
+  "Investors": 50826,
+  "Kong": 50805,
+  "Korea": 50476,
+  "LLC": 50784,
+  "Marketing": 50637,
+  "Minister": 50356,
+  "Mostly": 50548,
+  "Nasdaq": 50851,
+  "Officer": 50540,
+  "PLC": 50595,
+  "Partners": 50383,
+  "Reserve": 50522,
+  "Scattered": 50471,
+  "Securities": 50861,
+  "Singapore": 50645,
+  "Solutions": 50290,
+  "Systems": 50842,
+  "Technologies": 50336,
+  "Temperatures": 50472,
+  "Treasury": 50348,
+  "accounted": 50643,
+  "accounting": 50485,
+  "accounts": 50581,
+  "acquired": 50721,
+  "acquisition": 50605,
+  "across": 50427,
+  "activities": 50590,
+  "addition": 50564,
+  "additional": 50872,
+  "adjustment": 50794,
+  "adjustments": 50762,
+  "administration": 50648,
+  "advanced": 50623,
+  "adverse": 50844,
+  "affect": 50638,
+  "agencies": 50779,
+  "aggregate": 50499,
+  "agreed": 50311,
+  "agreement": 50376,
+  "allocation": 50479,
+  "already": 50797,
+  "alternative": 50874,
+  "american": 50845,
+  "amounts": 50833,
+  "analyst": 50706,
+  "analysts": 50572,
+  "annual": 50466,
+  "appear": 50598,
+  "appears": 50342,
+  "appendix": 50291,
+  "applications": 50527,
+  "approach": 50379,
+  "approval": 50807,
+  "april": 50349,
+  "areas": 50275,
+  "assessment": 50855,
+  "asset": 50443,
+  "assume": 50409,
+  "assumed": 50751,
+  "assumption": 50642,
+  "assumptions": 50532,
+  "auction": 50546,
+  "august": 50582,
+  "austria": 50373,
+  "austrian": 50456,
+  "authorities": 50679,
+  "balances": 50641,
+  "banco": 50852,
+  "banking": 50569,
+  "baseline": 50578,
+  "basis": 50747,
+  "become": 50685,
+  "began": 50664,
+  "beginning": 50519,
+  "believe": 50303,
+  "benchmark": 50810,
+  "benefits": 50277,
+  "biggest": 50795,
+  "bond": 50413,
+  "bonds": 50385,
+  "borrowers": 50801,
+  "borrowing": 50592,
+  "brands": 50888,
+  "broadly": 50796,
+  "bureau": 50870,
+  "businesses": 50731,
+  "buying": 50614,
+  "calculated": 50653,
+  "came": 50739,
+  "capabilities": 50325,
+  "categories": 50293,
+  "cents": 50497,
+  "chairman": 50737,
+  "characteristics": 50520,
+  "china": 50524,
+  "claims": 50817,
+  "clients": 50314,
+  "coefficient": 50436,
+  "coefficients": 50820,
+  "collateral": 50475,
+  "commission": 50404,
+  "commitment": 50586,
+  "committed": 50783,
+  "commodity": 50867,
+  "communities": 50616,
+  "companies": 50477,
+  "compared": 50683,
+  "comparison": 50563,
+  "competition": 50579,
+  "completed": 50368,
+  "components": 50607,
+  "comprehensive": 50460,
+  "concerns": 50463,
+  "conditional": 50753,
+  "conditions": 50606,
+  "considerable": 50603,
+  "considered": 50729,
+  "consistent": 50269,
+  "constant": 50649,
+  "constraint": 50446,
+  "constraints": 50887,
+  "construction": 50468,
+  "consumers": 50538,
+  "consumption": 50424,
+  "contacts": 50451,
+  "continued": 50344,
+  "continues": 50836,
+  "contracts": 50453,
+  "contrast": 50864,
+  "contributed": 50312,
+  "contribution": 50515,
+  "contributions": 50868,
+  "corporate": 50454,
+  "corporations": 50529,
+  "correlation": 50308,
+  "corresponding": 50633,
+  "costs": 50346,
+  "council": 50440,
+  "countries": 50626,
+  "covid": 50723,
+  "cpi": 50292,
+  "crises": 50857,
+  "crisis": 50544,
+  "currencies": 50759,
+  "curve": 50765,
+  "customer": 50771,
+  "customers": 50689,
+  "cyclical": 50708,
+  "debt": 50573,
+  "december": 50285,
+  "decision": 50571,
+  "decisions": 50793,
+  "decline": 50391,
+  "declined": 50596,
+  "declines": 50298,
+  "decrease": 50806,
+  "decreased": 50461,
+  "dedicated": 50667,
+  "deficit": 50773,
+  "deliver": 50315,
+  "delivery": 50509,
+  "depends": 50327,
+  "deposit": 50873,
+  "deposits": 50748,
+  "depreciation": 50382,
+  "derivatives": 50553,
+  "determined": 50617,
+  "developing": 50800,
+  "developments": 50602,
+  "deviation": 50710,
+  "difference": 50778,
+  "differences": 50630,
+  "difficult": 50350,
+  "directly": 50625,
+  "discount": 50775,
+  "discuss": 50650,
+  "discussed": 50496,
+  "discussion": 50577,
+  "disease": 50669,
+  "distribution": 50757,
+  "domestic": 50535,
+  "downward": 50886,
+  "dynamic": 50808,
+  "dynamics": 50335,
+  "earlier": 50390,
+  "earnings": 50276,
+  "ecb": 50423,
+  "economics": 50789,
+  "economies": 50701,
+  "economy": 50488,
+  "effort": 50666,
+  "efforts": 50420,
+  "elasticity": 50418,
+  "emerging": 50444,
+  "empirical": 50428,
+  "employees": 50347,
+  "ensure": 50415,
+  "enterprise": 50769,
+  "enterprises": 50634,
+  "equation": 50411,
+  "equations": 50652,
+  "equilibrium": 50790,
+  "equipment": 50677,
+  "equity": 50856,
+  "equivalent": 50414,
+  "estimate": 50459,
+  "estimated": 50286,
+  "estimates": 50330,
+  "estimation": 50525,
+  "europe": 50429,
+  "european": 50338,
+  "eurosystem": 50329,
+  "evolution": 50270,
+  "excess": 50367,
+  "exchange": 50863,
+  "excited": 50394,
+  "executive": 50481,
+  "expand": 50894,
+  "expanded": 50517,
+  "expansion": 50711,
+  "expect": 50639,
+  "expectations": 50700,
+  "expects": 50320,
+  "expenditure": 50613,
+  "expenditures": 50781,
+  "experience": 50680,
+  "expertise": 50707,
+  "explain": 50768,
+  "exports": 50490,
+  "exposure": 50850,
+  "exposures": 50566,
+  "extent": 50859,
+  "facilities": 50802,
+  "facility": 50289,
+  "factors": 50746,
+  "families": 50506,
+  "february": 50597,
+  "federal": 50523,
+  "figures": 50465,
+  "filed": 50498,
+  "finally": 50324,
+  "finance": 50741,
+  "financing": 50304,
+  "firm": 50829,
+  "firms": 50435,
+  "fiscal": 50604,
+  "fluctuations": 50816,
+  "followed": 50884,
+  "following": 50287,
+  "follows": 50682,
+  "forecast": 50507,
+  "forecasts": 50502,
+  "fraction": 50417,
+  "functions": 50875,
+  "funds": 50882,
+  "furthermore": 50550,
+  "gains": 50300,
+  "gdp": 50798,
+  "generally": 50395,
+  "germany": 50508,
+  "goods": 50288,
+  "gradually": 50430,
+  "greater": 50611,
+  "grew": 50489,
+  "headquartered": 50738,
+  "healthcare": 50389,
+  "helped": 50380,
+  "helping": 50505,
+  "hence": 50879,
+  "historical": 50818,
+  "hkma": 50512,
+  "holdings": 50646,
+  "hong": 50763,
+  "horizon": 50282,
+  "household": 50601,
+  "households": 50422,
+  "however": 50343,
+  "hypothesis": 50815,
+  "imf": 50745,
+  "immediately": 50846,
+  "implementation": 50772,
+  "implications": 50307,
+  "implied": 50714,
+  "implies": 50510,
+  "imply": 50328,
+  "importance": 50780,
+  "imports": 50847,
+  "improved": 50398,
+  "improvement": 50268,
+  "included": 50503,
+  "increase": 50266,
+  "increased": 50699,
+  "increases": 50458,
+  "indeed": 50599,
+  "indicate": 50361,
+  "indicated": 50692,
+  "indicates": 50730,
+  "indicator": 50777,
+  "indicators": 50880,
+  "individuals": 50819,
+  "industries": 50480,
+  "industry": 50452,
+  "inflation": 50588,
+  "infrastructure": 50333,
+  "innovation": 50618,
+  "innovative": 50750,
+  "institutions": 50425,
+  "instruments": 50541,
+  "insurance": 50589,
+  "integrated": 50369,
+  "interbank": 50358,
+  "investment": 50306,
+  "investments": 50814,
+  "investor": 50726,
+  "investors": 50834,
+  "ireland": 50885,
+  "irish": 50392,
+  "issuance": 50362,
+  "italy": 50513,
+  "january": 50889,
+  "japan": 50405,
+  "joint": 50743,
+  "july": 50543,
+  "june": 50728,
+  "kong": 50619,
+  "labor": 50388,
+  "labour": 50309,
+  "largely": 50849,
+  "larger": 50482,
+  "latter": 50552,
+  "launched": 50464,
+  "leadership": 50715,
+  "least": 50705,
+  "lending": 50725,
+  "leverage": 50352,
+  "liabilities": 50366,
+  "liquidity": 50492,
+  "literature": 50622,
+  "loan": 50853,
+  "loans": 50528,
+  "located": 50823,
+  "locations": 50636,
+  "longer": 50854,
+  "losses": 50365,
+  "macro": 50804,
+  "macroeconomic": 50402,
+  "mainly": 50494,
+  "manage": 50397,
+  "managers": 50681,
+  "manufacturing": 50319,
+  "march": 50265,
+  "marginal": 50612,
+  "marketing": 50838,
+  "maturity": 50600,
+  "means": 50299,
+  "measure": 50698,
+  "measured": 50339,
+  "mechanism": 50629,
+  "median": 50316,
+  "meeting": 50684,
+  "merger": 50620,
+  "minister": 50891,
+  "modest": 50656,
+  "monetary": 50825,
+  "monthly": 50822,
+  "moreover": 50457,
+  "mortgage": 50557,
+  "movements": 50574,
+  "nancial": 50704,
+  "nearly": 50337,
+  "networks": 50407,
+  "nevertheless": 50832,
+  "nominal": 50533,
+  "northern": 50516,
+  "noted": 50627,
+  "november": 50655,
+  "objective": 50811,
+  "observations": 50419,
+  "observed": 50297,
+  "obtain": 50686,
+  "obtained": 50671,
+  "october": 50536,
+  "offered": 50640,
+  "offering": 50628,
+  "offers": 50272,
+  "officer": 50410,
+  "offices": 50755,
+  "officials": 50469,
+  "operates": 50267,
+  "operating": 50387,
+  "operations": 50615,
+  "opportunities": 50355,
+  "opportunity": 50370,
+  "optimal": 50500,
+  "organization": 50537,
+  "organizations": 50785,
+  "others": 50835,
+  "outlook": 50734,
+  "outstanding": 50744,
+  "overall": 50441,
+  "owns": 50869,
+  "pandemic": 50654,
+  "parameter": 50709,
+  "parameters": 50332,
+  "participants": 50782,
+  "participation": 50271,
+  "particular": 50732,
+  "partly": 50788,
+  "partner": 50812,
+  "partners": 50278,
+  "partnership": 50662,
+  "patients": 50635,
+  "payments": 50786,
+  "pence": 50576,
+  "pension": 50565,
+  "percentage": 50760,
+  "periods": 50431,
+  "permanent": 50399,
+  "planning": 50539,
+  "plans": 50551,
+  "pleased": 50504,
+  "policies": 50813,
+  "portfolio": 50821,
+  "portfolios": 50722,
+  "portugal": 50511,
+  "portuguese": 50279,
+  "positions": 50301,
+  "possibility": 50467,
+  "possible": 50449,
+  "potential": 50803,
+  "premium": 50294,
+  "presentation": 50318,
+  "presented": 50280,
+  "presents": 50792,
+  "pressures": 50501,
+  "previous": 50657,
+  "previously": 50575,
+  "prices": 50450,
+  "pricing": 50736,
+  "primarily": 50560,
+  "prior": 50374,
+  "probability": 50871,
+  "problems": 50754,
+  "productivity": 50608,
+  "professionals": 50372,
+  "profitability": 50712,
+  "programs": 50317,
+  "projected": 50670,
+  "projection": 50547,
+  "projections": 50841,
+  "proportion": 50377,
+  "proposed": 50360,
+  "provide": 50890,
+  "provider": 50448,
+  "providers": 50770,
+  "provides": 50334,
+  "providing": 50703,
+  "purchase": 50824,
+  "purchases": 50659,
+  "quarterly": 50400,
+  "quickly": 50363,
+  "ratio": 50433,
+  "ratios": 50840,
+  "reached": 50323,
+  "reasons": 50283,
+  "receive": 50674,
+  "recently": 50668,
+  "recession": 50591,
+  "recognized": 50296,
+  "recovery": 50663,
+  "reduce": 50758,
+  "reduced": 50351,
+  "reducing": 50421,
+  "reduction": 50495,
+  "reflected": 50727,
+  "reflecting": 50843,
+  "reflects": 50690,
+  "reform": 50865,
+  "regarding": 50310,
+  "regime": 50568,
+  "regional": 50473,
+  "regions": 50340,
+  "regression": 50724,
+  "regressions": 50514,
+  "regulatory": 50455,
+  "relationship": 50632,
+  "relatively": 50412,
+  "remain": 50341,
+  "remained": 50393,
+  "remaining": 50881,
+  "remains": 50437,
+  "requirements": 50518,
+  "reserve": 50831,
+  "reserves": 50893,
+  "residential": 50559,
+  "respectively": 50593,
+  "respondents": 50462,
+  "responses": 50555,
+  "restrictions": 50302,
+  "resulting": 50651,
+  "retail": 50587,
+  "returns": 50742,
+  "revenue": 50694,
+  "revenues": 50474,
+  "risks": 50672,
+  "robust": 50371,
+  "russia": 50691,
+  "sales": 50353,
+  "savings": 50776,
+  "saying": 50687,
+  "says": 50375,
+  "scenario": 50345,
+  "scheduled": 50584,
+  "sectors": 50521,
+  "securities": 50647,
+  "senior": 50445,
+  "september": 50675,
+  "serve": 50562,
+  "settlement": 50526,
+  "several": 50534,
+  "shareholders": 50610,
+  "shares": 50542,
+  "sharply": 50359,
+  "shocks": 50719,
+  "showers": 50866,
+  "significantly": 50487,
+  "situation": 50624,
+  "slightly": 50470,
+  "slowdown": 50493,
+  "smaller": 50787,
+  "solution": 50702,
+  "solutions": 50284,
+  "somewhat": 50585,
+  "sources": 50756,
+  "southern": 50364,
+  "sovereign": 50830,
+  "specifically": 50580,
+  "specification": 50828,
+  "spending": 50733,
+  "spokesman": 50676,
+  "spreads": 50673,
+  "stability": 50740,
+  "stake": 50594,
+  "standards": 50892,
+  "statements": 50621,
+  "statistical": 50878,
+  "statistics": 50809,
+  "steady": 50378,
+  "strategic": 50678,
+  "strategy": 50752,
+  "stronger": 50432,
+  "structural": 50447,
+  "structure": 50416,
+  "students": 50545,
+  "studies": 50661,
+  "subsidiary": 50561,
+  "substantial": 50434,
+  "substantially": 50713,
+  "suggests": 50693,
+  "supply": 50281,
+  "surplus": 50321,
+  "survey": 50696,
+  "systemic": 50695,
+  "systems": 50583,
+  "taken": 50735,
+  "talks": 50570,
+  "taxes": 50381,
+  "technologies": 50295,
+  "television": 50567,
+  "temporary": 50658,
+  "tend": 50322,
+  "theory": 50718,
+  "therefore": 50406,
+  "throughout": 50848,
+  "took": 50274,
+  "towards": 50860,
+  "trading": 50876,
+  "transaction": 50837,
+  "transactions": 50688,
+  "transfers": 50631,
+  "transition": 50717,
+  "treasury": 50799,
+  "trend": 50357,
+  "trends": 50767,
+  "trillion": 50716,
+  "uncertainty": 50331,
+  "unchanged": 50766,
+  "underlying": 50484,
+  "unemployment": 50609,
+  "university": 50791,
+  "upward": 50827,
+  "utility": 50660,
+  "variables": 50326,
+  "variance": 50403,
+  "variation": 50408,
+  "variety": 50644,
+  "various": 50877,
+  "vehicle": 50354,
+  "vehicles": 50839,
+  "visit": 50862,
+  "volatility": 50558,
+  "wages": 50549,
+  "webcast": 50491,
+  "website": 50749,
+  "weeks": 50396,
+  "weighted": 50401,
+  "welfare": 50883,
+  "wheat": 50665,
+  "whereas": 50774,
+  "whole": 50858,
+  "wireless": 50530,
+  "worldwide": 50764,
+  "yield": 50554,
+  "yields": 50486
+}

EconBERT_Model/econbert_weights/archive/pytorch_model.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:b26814dbb71de1b64d447b425af55bdeb83a30e1977b42770aa226582e39ec62
+size 330677792

EconBERT_Model/econbert_weights/config.json ADDED Viewed

	@@ -0,0 +1,28 @@

+{
+  "_name_or_path": "C:\\Philipp\\B PROMOTION\\E RESEARCH\\F Topics and Returns\\Topics-and-Returns\\B Code\\X Final Process\\C Training\\traininig_output\\cluster\\EconBERT_JUL2024\\econbert_JUL2024",
+  "architectures": [
+    "RobertaModel"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 514,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 6,
+  "output_hidden_states": true,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.41.1",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 50896
+}

EconBERT_Model/econbert_weights/config_sentence_transformers.json ADDED Viewed

	@@ -0,0 +1,10 @@

+{
+  "__version__": {
+    "sentence_transformers": "3.0.1",
+    "transformers": "4.41.1",
+    "pytorch": "2.3.0+cu121"
+  },
+  "prompts": {},
+  "default_prompt_name": null,
+  "similarity_fn_name": null
+}

EconBERT_Model/econbert_weights/merges.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

EconBERT_Model/econbert_weights/modules.json ADDED Viewed

	@@ -0,0 +1,14 @@

+[
+  {
+    "idx": 0,
+    "name": "0",
+    "path": "",
+    "type": "sentence_transformers.models.Transformer"
+  },
+  {
+    "idx": 1,
+    "name": "1",
+    "path": "1_Pooling",
+    "type": "sentence_transformers.models.Pooling"
+  }
+]

EconBERT_Model/econbert_weights/pytorch_model.bin ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:b26814dbb71de1b64d447b425af55bdeb83a30e1977b42770aa226582e39ec62
+size 330677792

EconBERT_Model/econbert_weights/special_tokens_map.json ADDED Viewed

	@@ -0,0 +1,51 @@

+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

EconBERT_Model/econbert_weights/tokenizer.json ADDED Viewed

The diff for this file is too large to render. See raw diff

EconBERT_Model/econbert_weights/tokenizer_config.json ADDED Viewed

The diff for this file is too large to render. See raw diff

EconBERT_Model/econbert_weights/vocab.json ADDED Viewed

The diff for this file is too large to render. See raw diff