Push model using huggingface_hub.

README.md

@@ -1,3 +1,10 @@
----
-license: cc-by-nc-sa-4.0
----
+---
+tags:
+- model_hub_mixin
+- pytorch_model_hub_mixin
+---
+
+This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
+- Code: [More Information Needed]
+- Paper: [More Information Needed]
+- Docs: [More Information Needed]

base_model_config/config.json

@@ -0,0 +1,46 @@
+{
+  "architectures": [
+    "ModernBertForMaskedLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 2,
+  "classifier_activation": "gelu",
+  "classifier_bias": false,
+  "classifier_dropout": 0.0,
+  "classifier_pooling": "mean",
+  "cls_token_id": 1,
+  "decoder_bias": true,
+  "deterministic_flash_attn": false,
+  "dtype": "float32",
+  "embedding_dropout": 0.0,
+  "eos_token_id": 1,
+  "global_attn_every_n_layers": 3,
+  "global_rope_theta": 160000,
+  "gradient_checkpointing": false,
+  "hidden_activation": "gelu",
+  "hidden_size": 384,
+  "initializer_cutoff_factor": 2.0,
+  "initializer_range": 0.02,
+  "intermediate_size": 1152,
+  "layer_norm_eps": 1e-05,
+  "local_attention": 128,
+  "local_rope_theta": 160000,
+  "mask_token_id": 4,
+  "max_position_embeddings": 8192,
+  "mlp_bias": false,
+  "mlp_dropout": 0.0,
+  "model_type": "modernbert",
+  "norm_bias": false,
+  "norm_eps": 1e-05,
+  "num_attention_heads": 6,
+  "num_hidden_layers": 22,
+  "pad_token_id": 0,
+  "position_embedding_type": "sans_pos",
+  "repad_logits_with_grad": false,
+  "sep_token_id": 1,
+  "sparse_pred_ignore_index": -100,
+  "sparse_prediction": false,
+  "transformers_version": "4.57.1",
+  "vocab_size": 256000
+}

config.json

@@ -0,0 +1,12 @@
+{
+  "add_scalar_mixer": false,
+  "base_model": null,
+  "base_model_name": "jhu-clsp/mmBERT-small",
+  "batch_first": true,
+  "freeze_base_model": false,
+  "label_definitions_directory_path": null,
+  "number_transformer_encoder_layers": 0,
+  "scalar_mix_layer_norm": true,
+  "transformer_encoder_hidden_dim": 512,
+  "transformer_encoder_num_heads": 8
+}

label_definitions/embedding_index_to_label.json

@@ -0,0 +1 @@
+{"0": "A1.1.1", "1": "A1.1.2", "2": "A1.2", "3": "A1.3", "4": "A1.4", "5": "A1.5", "6": "A1.5.1", "7": "A1.5.2", "8": "A1.6", "9": "A1.7", "10": "A1.8", "11": "A1.9", "12": "A2", "13": "A2.1", "14": "A2.2", "15": "A3", "16": "A4.1", "17": "A4.2", "18": "A5", "19": "A5.1", "20": "A5.2", "21": "A5.3", "22": "A5.4", "23": "A6", "24": "A6.1", "25": "A6.2", "26": "A6.3", "27": "A7", "28": "A8", "29": "A9", "30": "A10", "31": "A11.1", "32": "A11.2", "33": "A12", "34": "A13", "35": "A13.1", "36": "A13.2", "37": "A13.3", "38": "A13.4", "39": "A13.5", "40": "A13.6", "41": "A13.7", "42": "A14", "43": "A15", "44": "B1", "45": "B2", "46": "B3", "47": "B4", "48": "B5", "49": "C1", "50": "E1", "51": "E2", "52": "E3", "53": "E4.1", "54": "E4.2", "55": "E5", "56": "E6", "57": "F1", "58": "F2", "59": "F3", "60": "F4", "61": "G1", "62": "G1.1", "63": "G1.2", "64": "G2", "65": "G2.1", "66": "G2.2", "67": "G3", "68": "H1", "69": "H2", "70": "H3", "71": "H4", "72": "H5", "73": "I1", "74": "I1.1", "75": "I1.2", "76": "I1.3", "77": "I2", "78": "I2.1", "79": "I2.2", "80": "I3.1", "81": "I3.2", "82": "I4", "83": "K1", "84": "K2", "85": "K3", "86": "K4", "87": "K5", "88": "K5.1", "89": "K5.2", "90": "K6", "91": "L1", "92": "L2", "93": "L3", "94": "M1", "95": "M2", "96": "M3", "97": "M4", "98": "M5", "99": "M6", "100": "M7", "101": "M8", "102": "N1", "103": "N2", "104": "N3", "105": "N3.1", "106": "N3.2", "107": "N3.3", "108": "N3.4", "109": "N3.5", "110": "N3.6", "111": "N3.7", "112": "N3.8", "113": "N4", "114": "N5", "115": "N5.1", "116": "N5.2", "117": "N6", "118": "O1", "119": "O1.1", "120": "O1.2", "121": "O1.3", "122": "O2", "123": "O3", "124": "O4", "125": "O4.1", "126": "O4.2", "127": "O4.3", "128": "O4.4", "129": "O4.5", "130": "O4.6", "131": "P1", "132": "Q1", "133": "Q1.1", "134": "Q1.2", "135": "Q1.3", "136": "Q2", "137": "Q2.1", "138": "Q2.2", "139": "Q3", "140": "Q4", "141": "Q4.1", "142": "Q4.2", "143": "Q4.3", "144": "S1.1.1", "145": "S1.1.2", "146": "S1.1.3", "147": "S1.1.4", "148": "S1.2", "149": "S1.2.1", "150": "S1.2.2", "151": "S1.2.3", "152": "S1.2.4", "153": "S1.2.5", "154": "S1.2.6", "155": "S2", "156": "S2.1", "157": "S2.2", "158": "S3", "159": "S3.1", "160": "S3.2", "161": "S4", "162": "S5", "163": "S6", "164": "S7.1", "165": "S7.2", "166": "S7.3", "167": "S7.4", "168": "S8", "169": "S9", "170": "T1", "171": "T1.1", "172": "T1.1.1", "173": "T1.1.2", "174": "T1.1.3", "175": "T1.2", "176": "T1.3", "177": "T2", "178": "T3", "179": "T4", "180": "W1", "181": "W2", "182": "W3", "183": "W4", "184": "W5", "185": "X1", "186": "X2", "187": "X2.1", "188": "X2.2", "189": "X2.3", "190": "X2.4", "191": "X2.5", "192": "X2.6", "193": "X3", "194": "X3.1", "195": "X3.2", "196": "X3.3", "197": "X3.4", "198": "X3.5", "199": "X4.1", "200": "X4.2", "201": "X5.1", "202": "X5.2", "203": "X6", "204": "X7", "205": "X8", "206": "X9", "207": "X9.1", "208": "X9.2", "209": "Y1", "210": "Y2", "211": "Z0", "212": "Z1", "213": "Z2", "214": "Z3", "215": "Z4", "216": "Z5", "217": "Z6", "218": "Z7", "219": "Z8", "220": "Z9"}

label_definitions/label_definitions_embeddings.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ab1e359b692579b129b1a41456ae6a640d20dba4c4cdc0e6cf1f6ffe4a00927
+size 339560

label_definitions/label_to_definition.json

@@ -0,0 +1 @@
+{"A1.1.1": "title: General actions, making etc. description: General/abstract terms relating to an activity/action (e.g. act, adventure, approach, arise); a characteristic/feature (e.g. absorb, attacking, automatically); aconstruction/craft and/or the action of constructing/crafting (e.g. arrange, assemble, bolts, boring, break)", "A1.1.2": "title: Damaging and destroying description: General/abstract terms depicting damage/destruction/demolition/pollution, etc", "A1.2": "title: Suitability description: General/abstract terms relating to appropriateness, suitability, aptness, etc", "A1.3": "title: Caution description: General/abstract terms relating to vigilance/care/prudence, or the lack of.", "A1.4": "title: Chance, luck description: General/abstract terms depicting likelihood/probability/providence, or the lack of.", "A1.5": "title: Use description:", "A1.5.1": "title: Using description: General/abstract terms denoting use, or the lack of", "A1.5.2": "title: Usefulness description: General/abstract terms denoting usefulness, or the lack of", "A1.6": "title: Physical/mental description: General/abstract terms denoting (level of) practicality/abstraction", "A1.7": "title: Constraint description: General/abstract terms denoting (level) of restriction/autonomy", "A1.8": "title: Inclusion/Exclusion description: General/abstract terms denoting (level of) inclusion/exclusion", "A1.9": "title: Avoiding description: General/abstract terms denoting (level of) avoidance/evasion, etc", "A2": "title: Affect description:", "A2.1": "title: Affect: Modify, change description: General/abstract terms denoting (propensity for) change", "A2.2": "title: Affect: Cause/Connected description: General/abstract terms denoting causal relationship, or lack of", "A3": "title: Being description: General/abstract terms relating to being/existing", "A4.1": "title: Generally kinds, groups, examples description: General/abstract terms denoting types, groups, examples", "A4.2": "title: Particular/general; detail description: General/abstract terms denoting (level of) generality/detail", "A5": "title: Evaluation description:", "A5.1": "title: Evaluation: Good/bad description: Evaluative terms depicting quality", "A5.2": "title: Evaluation: True/false description: Evaluative terms depicting truth", "A5.3": "title: Evaluation: Accuracy description: Evaluative terms depicting accuracy", "A5.4": "title: Evaluation: Authenticity description: Evaluative terms depicting authenticity", "A6": "title: Comparing description: General comparative terms", "A6.1": "title: Comparing: Similar/different description: Comparative terms denoting similarity/difference", "A6.2": "title: Comparing: Usual/unusual description: Comparative terms denoting (level) of anomaly", "A6.3": "title: Comparing: Variety description: Comparative terms denoting (level of) variety", "A7": "title: Definite (+ modals) description: Abstract terms of modality (possibility, necessity, certainty, etc.)", "A8": "title: Seem/Appear description: Abstract terms relating to appearance/impression", "A9": "title: Getting and giving; possession description: General/abstract terms relating to allocating/relinquishing/acquiring/receiving, etc", "A10": "title: Open/closed; Hiding/Hidden; Finding; Showing description: General/abstract terms relating to (level of) openness/concealment/exposure, etc", "A11.1": "title: Importance: Important description: Abstract terms denoting importance/significance", "A11.2": "title: Importance: Noticeability description: Abstract terms denoting noticeability/markedness", "A12": "title: Easy/difficult description: Abstract terms denoting (level of) difficulty", "A13": "title: Degree description:", "A13.1": "title: Degree: Non-specific description: Non-specific terms of degree (e.g. intensifiers)", "A13.2": "title: Degree: Maximizers description: Intensifiers that amplify to the upper extreme", "A13.3": "title: Degree: Boosters description: Intensifiers that amplify to a high degree (but not the upper extreme)", "A13.4": "title: Degree: Approximators description: Downtowners that express an approximation", "A13.5": "title: Degree: Compromisers description: Downtowners that express an assumed norm, or call into question the appropriacy of X", "A13.6": "title: Degree: Diminishers description: Downtowners that express only part of the potential force of X, or seek to imply that the force of X is limited in some way (e.g. \u2018to a small extent\u2019)", "A13.7": "title: Degree: Minimizers description: Downtowners that imply that the force of X is limited in a maximal way (e.g. '(not) to any extent')", "A14": "title: Exclusivizers/particularizers description: Focusing subjuncts that draw attention to/focus upon X. Includes exclusives and particularizers", "A15": "title: Safety/Danger description: Abstract terms relating to (the level) of safety/danger", "B1": "title: Anatomy and physiology description: Terms relating to the (human) body and bodily processes", "B2": "title: Health and disease description: Terms relating to the (state of the) physical condition", "B3": "title: Medicines and medical treatment description: Terms relating to medication/medical treatment", "B4": "title: Cleaning and personal care description: Terms relating to domestic/personal hygiene", "B5": "title: Clothes and personal belongings description: Terms relating to clothes and other personal belongings", "C1": "title: Arts and crafts description: Terms relating to artistic/creative activities", "E1": "title: General description: General terms depicting emotional actions, states and processes", "E2": "title: Liking description: Terms depicting fondness/affection/partiality/attachment, or the lack of", "E3": "title: Calm/Violent/Angry description: Terms depicting (level of) serenity/composure/anger/violence", "E4.1": "title: Happy/sad: Happy description: Terms depicting (level of) happiness", "E4.2": "title: Happy/sad: Contentment description: Terms depicting (level of) contentment", "E5": "title: Fear/bravery/shock description: Terms relating to (level of) trepidation/courage/surprise, etc", "E6": "title: Worry, concern, confident description: Terms relating to (level of) apprehension/confidence, etc", "F1": "title: Food description: Terms relating to food and food preparation", "F2": "title: Drinks description: Terms relating to drinks and drinking", "F3": "title: Cigarettes and drugs description: Terms relating to cigarettes and (non-medicinal) drugs, including the effects of", "F4": "title: Farming & Horticulture description: Terms relating to agriculture and horticulture", "G1": "title: Government, Politics & elections description:", "G1.1": "title: Government etc. description: Terms relating to government and governmental activities", "G1.2": "title: Politics description: Terms relating to politics and political activities", "G2": "title: Crime, law and order description:", "G2.1": "title: Crime, law and order: Law & order description: Terms relating to crime/criminal activities, and the legal system", "G2.2": "title: General ethics description: Terms relating to moral principles/accepted moral practices, or the lack of", "G3": "title: Warfare, defence and the army; Weapons description: Terms relating to national security/the armed forces/combat, etc.", "H1": "title: Architecture & kinds of houses & buildings description: Terms relating to buildings/habitats of various kinds, and their construction", "H2": "title: Parts of buildings description: Terms relating to parts of buildings", "H3": "title: Areas around or near houses description: Terms relating to areas around or near houses/buildings", "H4": "title: Residence description: Terms relating to habitation/occupancy, or the lack of", "H5": "title: Furniture and household fittings description: Terms relating to furniture and fittings used within the home/buildings", "I1": "title: Money generally description: Terms relating to money generally", "I1.1": "title: Money: Affluence description: Terms relating to (level of) wealth/prosperity", "I1.2": "title: Money: Debts description: Terms relating to (level of) debt", "I1.3": "title: Money: Price description: Terms relating to cost/worth/value (includes invoicing procedures)", "I2": "title: Business description:", "I2.1": "title: Business: Generally description: Terms relating to business generally", "I2.2": "title: Business: Selling description: Terms relating to trading/retail", "I3.1": "title: Work and employment: Generally description: Terms relating to work and employment generally", "I3.2": "title: Work and employment: Professionalism description: Terms relating to (level of) professionalism", "I4": "title: Industry description: Terms relating to industry (including types of)", "K1": "title: Entertainment generally description: Terms relating to entertainment generally", "K2": "title: Music and related activities description: Terms relating to music and related activities", "K3": "title: Recorded sound etc. description: Terms relating to recorded sound/sound recording", "K4": "title: Drama, the Performing Arts, the theatre & Show-business description: Terms relating to drama, the Performing Arts, the theatre & Show-business", "K5": "title: Sports and games generally description:", "K5.1": "title: Sports description: Terms relating to sporting activities", "K5.2": "title: Games description: Terms relating to games and other leisure activities", "K6": "title: Children\u2019s games and toys description: Terms relating to children\u2019s games and toys", "L1": "title: Life and living things description: Terms relating to life and death", "L2": "title: Living creatures generally description: Terms relating to living creatures (e.g. non-human)", "L3": "title: Plants description: Terms relating to plants and plant-life", "M1": "title: Moving, coming and going description: Terms depicting movement (towards and away from X)", "M2": "title: Putting, taking, pulling, pushing, description: Terms depicting putting/taking/pulling/pushing movements/activities", "M3": "title: Means of transport (Land) description: Terms depicting means of transport/ways of transporting and/or travelling (on land)", "M4": "title: Means of transport (Water) description: Terms depicting means of transport/ways of transporting and/or travelling (by water)", "M5": "title: Means of transport (Air) description: Terms depicting means of transport/ways of transporting and/or travelling (by air)", "M6": "title: Location and direction description: Terms depicting position of/point of reference for X", "M7": "title: Places description: Terms depicting geographical/conceptual spaces", "M8": "title: Remaining/stationary description: Terms depicting the various stages of inactivity (stopping/loitering/immobility, etc)", "N1": "title: Numbers description: Number terms (e.g. cardinal, ordinal, fraction, etc)", "N2": "title: Mathematics description: Mathematical terms", "N3": "title: Measurement description:", "N3.1": "title: Measurement: General description: General measurements", "N3.2": "title: Measurement: Size description: Terms of measurement relating to size", "N3.3": "title: Measurement: Distance description: Terms of measurement relating to distance", "N3.4": "title: Measurement: Volume description: Terms of measurement relating to volume", "N3.5": "title: Measurement: Weight description: Terms of measurement relating to weight", "N3.6": "title: Measurement: Area description: Terms of measurement relating to area", "N3.7": "title: Measurement: Length & height description: Terms of measurement relating to length and height", "N3.8": "title: Measurement: Speed description: Terms of measurement relating to speed", "N4": "title: Linear order description: Terms relating to linear movement/order, sequencing, etc.", "N5": "title: Quantities description: Terms depicting quantities", "N5.1": "title: Entirety; maximum description: Terms depicting maximal/maximum quantities", "N5.2": "title: Exceeding; waste description: Terms depicting excessive/wasteful quantities", "N6": "title: Frequency etc. description: Terms relating to frequency/rate of recurrence", "O1": "title: Substances and materials generally description: Terms relating to substances and materials generally", "O1.1": "title: Substances and materials generally: Solid description: Terms depicting solid substances/materials", "O1.2": "title: Substances and materials generally: Liquid description: Terms depicting liquid substances (other than drinks) and wetness", "O1.3": "title: Substances and materials generally: Gas description: Terms depicting/relating to gases", "O2": "title: Objects generally description: Terms relating to objects generally", "O3": "title: Electricity and electrical equipment description: Terms relating to electricity and electrical equipment", "O4": "title: Physical attributes description:", "O4.1": "title: General appearance and physical properties description: Terms relating to general appearance/physical properties", "O4.2": "title: Judgement of appearance (pretty etc.) description: Descriptive terms relating to the appearance/look of X", "O4.3": "title: Colour and colour patterns description: Terms depicting colour and other visual attributes", "O4.4": "title: Shape description: Terms relating to shapes/the shape of X", "O4.5": "title: Texture description: Terms depicting texture", "O4.6": "title: Temperature description: Terms relating to temperature", "P1": "title: Education in general description: Terms relating to education in general", "Q1": "title: Substances and materials generally description:", "Q1.1": "title: Communication in general description: Terms relating to communication in general", "Q1.2": "title: Paper documents and writing description: Terms relating to written communication (including writing/printing implements and documentation)", "Q1.3": "title: Telecommunications description: Terms relating to telecommunications", "Q2": "title: Speech acts description:", "Q2.1": "title: Speech etc: Communicative description: Terms relating to spoken communication", "Q2.2": "title: Speech acts description: Speech acts terms", "Q3": "title: Language, speech and grammar description: Terms relating to language (including linguistic/grammatical terms)", "Q4": "title: The Media description: General terms relating to the media", "Q4.1": "title: The Media: Books description: Media terms relating to (types of) books, and their production", "Q4.2": "title: The Media: Newspapers etc. description: Media terms relating to (types of) newspapers, and their production", "Q4.3": "title: The Media: TV, Radio & Cinema description: Media terms specifically relating to TV, Radio and the Cinema", "S1.1.1": "title: General description: Terms relating to social actions, state and processes in general", "S1.1.2": "title: Reciprocity description: Terms relating to the exchange of X/lack of exchange between (groups of) people", "S1.1.3": "title: Participation description: Terms relating to participation/involvement, or the lack of", "S1.1.4": "title: Deserve etc. description: Terms relating to entitlement/eligibility/merit, etc.", "S1.2": "title: Personality traits description: Terms depicting personality traits/characteristics", "S1.2.1": "title: Approachability and Friendliness description: Terms depicting (level of) approachability/friendliness", "S1.2.2": "title: Avarice description: Terms depicting (level of) avarice/generosity", "S1.2.3": "title: Egoism description: Terms depicting (level of) egoism", "S1.2.4": "title: Politeness description: Terms depicting (level of) politeness", "S1.2.5": "title: Toughness; strong/weak description: Terms depicting (level of) strength/weakness", "S1.2.6": "title: Sensible description: Terms depicting (level of) sensibleness/absurdity", "S2": "title: People description: Term indicating that particular words relate to/denote people \u2013 e.g. students", "S2.1": "title: People: Female description: Terms relating to females", "S2.2": "title: People: Male description: Terms relating to males", "S3": "title: Relationship description:", "S3.1": "title: Relationship: General description: Terms relating to relationships in general", "S3.2": "title: Relationship: Intimate/sexual description: Terms relating to relationships that are intimate and/or sexual, or to a person\u2019s sexual orientation.", "S4": "title: Kin description: Terms relating to relationships between family members/familiars", "S5": "title: Groups and affiliation description: Terms relating to groups/the level of association/affiliation between groups", "S6": "title: Obligation and necessity description: Terms depicting (level of) obligation/necessity", "S7.1": "title: Power, organizing description: Terms depicting power/authority/influence and organisation/administration", "S7.2": "title: Respect description: Terms depicting (level of) respect/deference/reverence", "S7.3": "title: Competition description: Terms depicting competition/rivalry/contest, or the lack of", "S7.4": "title: Permission description: Terms depicting (level of) permission/consent/authorisation", "S8": "title: Helping/hindering description: Terms depicting (level of) help/hindrance", "S9": "title: Religion and the supernatural description: Terms relating to religions and the supernatural", "T1": "title: Time description:", "T1.1": "title: Time: General description: Terms relating to time in general", "T1.1.1": "title: Time: General: Past description: General terms relating to a past (period/point in) time", "T1.1.2": "title: Time: General: Present; simultaneous description: General terms relating to a present (period/point in) time", "T1.1.3": "title: Time: General: Future description: General terms relating to a future (period/point in) time", "T1.2": "title: Time: Momentary description: Terms relating to a momentary/transitory (period/point in) time", "T1.3": "title: Time: Period description: Terms relating to a specific period of time", "T2": "title: Time: Beginning and ending description: Terms depicting commencement/completion", "T3": "title: Time: Old, new and young; age description: Terms relating to age/maturity", "T4": "title: Time: Early/late description: Terms relating to well-timed-ness", "W1": "title: The universe description: Terms relating to the universe/cosmos", "W2": "title: Light description:", "W3": "title: Geographical terms description: Geographical terms", "W4": "title: Weather description: Terms relating to the climate/weather conditions", "W5": "title: Green issues description: Environmental terms", "X1": "title: General description: General terms relating to psychological actions, states and processes", "X2": "title: Mental actions and processes description: Terms relating to mental actions and processes in general", "X2.1": "title: Thought, belief description: Terms relating to reasoning/thinking, and level of belief/sceptism", "X2.2": "title: Knowledge description: Terms relating to (level) of knowledge/perception/retrospection", "X2.3": "title: Learn description: Terms relating to (level of) learning/mastery/deduction/realisation", "X2.4": "title: Investigate, examine, test, search description: Terms relating to investigation/examination", "X2.5": "title: Understand description: Terms depicting (level of) understanding/comprehension", "X2.6": "title: Expect description: Terms depicting (level of) expectation", "X3": "title: Sensory description:", "X3.1": "title: Sensory: Taste description: Sensory terms relating to taste", "X3.2": "title: Sensory: Sound description: Sensory terms relating to sound", "X3.3": "title: Sensory: Touch description: Sensory terms relating to touch", "X3.4": "title: Sensory: Sight description: Sensory terms relating to sight", "X3.5": "title: Sensory: Smell description: Sensory terms relating to smell", "X4.1": "title: Mental object: Conceptual object description: Terms depicting conceptual objects/objects of the mind (e.g. ideas/concepts)", "X4.2": "title: Mental object: Means, method description: Terms relating to mental practises/procedures/resources/techniques", "X5.1": "title: Attention description: Terms relating to the (level of) attention", "X5.2": "title: Interest/boredom/excited/energetic description: Terms depicting (level of) interest/energy/boredom, etc", "X6": "title: Deciding description: Terms relating to decisions/decision making, or lack of", "X7": "title: Wanting; planning; choosing description: Terms depicting (level of) desire/aspiration", "X8": "title: Trying description: Terms depicting (level of) effort/resolution", "X9": "title: Ability description:", "X9.1": "title: Ability: Ability, intelligence description: Terms depicting (level of) ability/intelligence", "X9.2": "title: Ability: Success and failure description: Terms depicting (level of) success/failure", "Y1": "title: Science and technology in general description: Terms relating to science and technology", "Y2": "title: Information technology and computing description: Terms relating to information technology and computing", "Z0": "title: Unmatched proper noun description:", "Z1": "title: Personal names description: Nouns that distinguish/identify an individual (e.g. a first name and/or surname, a title of address)", "Z2": "title: Geographical names description: Nouns that distinguish/identify a specific place (e.g. the name of a road, a city, a country, a continent, etc.)", "Z3": "title: Other proper names description: Nouns that distinguish/identify a product, company, etc. (note \u2013 also includes acronyms)", "Z4": "title: Discourse Bin description: Discourse markers, emphatic communication terms", "Z5": "title: Grammatical bin description: Prepositions/adverbs/conjunctions, etc", "Z6": "title: Negative description: Negative particles", "Z7": "title: If description: Conditional terms", "Z8": "title: Pronouns etc. description: Pronouns (standard and colloquial)", "Z9": "title: Trash can description:"}

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