---
license: mit
task_categories:
- text-classification
- summarization
- translation
- token-classification
- feature-extraction
- sentence-similarity
language:
- en
- hi
- bn
- gu
- ml
- mr
- or
- pa
- ta
- te
tags:
- legal
- indian law
- benchmark
- legal ner
- rhetorical role
- judgment prediction
- judgment explanation
- bail
- legal statute
- prior case
- summarization
- machine translation
size_categories:
- 10K<n<100K
pretty_name: Benchmark-Testing
config_names:
- lner
- rr
- cjpe
- bail
- lsi
- pcr
- summ
- lmt
dataset_info:
- config_name: lner
  features:
  - name: id
    dtype: string
  - name: text
    dtype: string
  - name: spans
    list:
      struct:
      - name: start
        dtype: int64
      - name: end
        dtype: int64
      - name: label
        class_label:
          names:
            '0': APP
            '1': RESP
            '2': A.COUNSEL
            '3': R.COUNSEL
            '4': JUDGE
            '5': WIT
            '6': AUTH
            '7': COURT
            '8': STAT
            '9': PREC
            '10': DATE
            '11': CASENO
  splits:
  - name: fold_1
    num_examples: 35
  - name: fold_2
    num_examples: 35
  - name: fold_3
    num_examples: 35
- config_name: rr
  features:
  - name: id
    dtype: string
  - name: text
    list: string
  - name: labels
    list:
      class_label:
        names:
          '0': Fact
          '1': Issue
          '2': ArgumentPetitioner
          '3': ArgumentRespondent
          '4': Statute
          '5': Dissent
          '6': PrecedentReliedUpon
          '7': PrecedentNotReliedUpon
          '8': PrecedentOverruled
          '9': RulingByLowerCourt
          '10': RatioOfTheDecision
          '11': RulingByPresentCourt
          '12': None
  - name: expert_1
    struct:
    - name: primary
      list:
        class_label:
          names:
            '0': Fact
            '1': Issue
            '2': ArgumentPetitioner
            '3': ArgumentRespondent
            '4': Statute
            '5': Dissent
            '6': PrecedentReliedUpon
            '7': PrecedentNotReliedUpon
            '8': PrecedentOverruled
            '9': RulingByLowerCourt
            '10': RatioOfTheDecision
            '11': RulingByPresentCourt
            '12': None
    - name: secondary
      list:
        class_label:
          names:
            '0': Fact
            '1': Issue
            '2': ArgumentPetitioner
            '3': ArgumentRespondent
            '4': Statute
            '5': Dissent
            '6': PrecedentReliedUpon
            '7': PrecedentNotReliedUpon
            '8': PrecedentOverruled
            '9': RulingByLowerCourt
            '10': RatioOfTheDecision
            '11': RulingByPresentCourt
            '12': None
    - name: tertiary
      list:
        class_label:
          names:
            '0': Fact
            '1': Issue
            '2': ArgumentPetitioner
            '3': ArgumentRespondent
            '4': Statute
            '5': Dissent
            '6': PrecedentReliedUpon
            '7': PrecedentNotReliedUpon
            '8': PrecedentOverruled
            '9': RulingByLowerCourt
            '10': RatioOfTheDecision
            '11': RulingByPresentCourt
            '12': None
    - name: overall
      list:
        class_label:
          names:
            '0': Fact
            '1': Issue
            '2': ArgumentPetitioner
            '3': ArgumentRespondent
            '4': Statute
            '5': Dissent
            '6': PrecedentReliedUpon
            '7': PrecedentNotReliedUpon
            '8': PrecedentOverruled
            '9': RulingByLowerCourt
            '10': RatioOfTheDecision
            '11': RulingByPresentCourt
            '12': None
  - name: expert_2
    struct:
    - name: primary
      list:
        class_label:
          names:
            '0': Fact
            '1': Issue
            '2': ArgumentPetitioner
            '3': ArgumentRespondent
            '4': Statute
            '5': Dissent
            '6': PrecedentReliedUpon
            '7': PrecedentNotReliedUpon
            '8': PrecedentOverruled
            '9': RulingByLowerCourt
            '10': RatioOfTheDecision
            '11': RulingByPresentCourt
            '12': None
    - name: secondary
      list:
        class_label:
          names:
            '0': Fact
            '1': Issue
            '2': ArgumentPetitioner
            '3': ArgumentRespondent
            '4': Statute
            '5': Dissent
            '6': PrecedentReliedUpon
            '7': PrecedentNotReliedUpon
            '8': PrecedentOverruled
            '9': RulingByLowerCourt
            '10': RatioOfTheDecision
            '11': RulingByPresentCourt
            '12': None
    - name: tertiary
      list:
        class_label:
          names:
            '0': Fact
            '1': Issue
            '2': ArgumentPetitioner
            '3': ArgumentRespondent
            '4': Statute
            '5': Dissent
            '6': PrecedentReliedUpon
            '7': PrecedentNotReliedUpon
            '8': PrecedentOverruled
            '9': RulingByLowerCourt
            '10': RatioOfTheDecision
            '11': RulingByPresentCourt
            '12': None
    - name: overall
      list:
        class_label:
          names:
            '0': Fact
            '1': Issue
            '2': ArgumentPetitioner
            '3': ArgumentRespondent
            '4': Statute
            '5': Dissent
            '6': PrecedentReliedUpon
            '7': PrecedentNotReliedUpon
            '8': PrecedentOverruled
            '9': RulingByLowerCourt
            '10': RatioOfTheDecision
            '11': RulingByPresentCourt
            '12': None
  - name: expert_3
    struct:
    - name: primary
      list:
        class_label:
          names:
            '0': Fact
            '1': Issue
            '2': ArgumentPetitioner
            '3': ArgumentRespondent
            '4': Statute
            '5': Dissent
            '6': PrecedentReliedUpon
            '7': PrecedentNotReliedUpon
            '8': PrecedentOverruled
            '9': RulingByLowerCourt
            '10': RatioOfTheDecision
            '11': RulingByPresentCourt
            '12': None
    - name: secondary
      list:
        class_label:
          names:
            '0': Fact
            '1': Issue
            '2': ArgumentPetitioner
            '3': ArgumentRespondent
            '4': Statute
            '5': Dissent
            '6': PrecedentReliedUpon
            '7': PrecedentNotReliedUpon
            '8': PrecedentOverruled
            '9': RulingByLowerCourt
            '10': RatioOfTheDecision
            '11': RulingByPresentCourt
            '12': None
    - name: tertiary
      list:
        class_label:
          names:
            '0': Fact
            '1': Issue
            '2': ArgumentPetitioner
            '3': ArgumentRespondent
            '4': Statute
            '5': Dissent
            '6': PrecedentReliedUpon
            '7': PrecedentNotReliedUpon
            '8': PrecedentOverruled
            '9': RulingByLowerCourt
            '10': RatioOfTheDecision
            '11': RulingByPresentCourt
            '12': None
    - name: overall
      list:
        class_label:
          names:
            '0': Fact
            '1': Issue
            '2': ArgumentPetitioner
            '3': ArgumentRespondent
            '4': Statute
            '5': Dissent
            '6': PrecedentReliedUpon
            '7': PrecedentNotReliedUpon
            '8': PrecedentOverruled
            '9': RulingByLowerCourt
            '10': RatioOfTheDecision
            '11': RulingByPresentCourt
            '12': None
  splits:
  - name: CL_train
    num_examples: 40
  - name: CL_dev
    num_examples: 5
  - name: CL_test
    num_examples: 5
  - name: IT_train
    num_examples: 40
  - name: IT_dev
    num_examples: 5
  - name: IT_test
    num_examples: 5
- config_name: cjpe
  features:
  - name: id
    dtype: string
  - name: text
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
          '0': REJECTED
          '1': ACCEPTED
  - name: expert_1
    struct:
    - name: label
      dtype:
        class_label:
          names:
            '0': REJECTED
            '1': ACCEPTED
    - name: rank1
      list: string
    - name: rank2
      list: string
    - name: rank3
      list: string
    - name: rank4
      list: string
    - name: rank5
      list: string
  - name: expert_2
    struct:
    - name: label
      dtype:
        class_label:
          names:
            '0': REJECTED
            '1': ACCEPTED
    - name: rank1
      list: string
    - name: rank2
      list: string
    - name: rank3
      list: string
    - name: rank4
      list: string
    - name: rank5
      list: string
  - name: expert_3
    struct:
    - name: label
      dtype:
        class_label:
          names:
            '0': REJECTED
            '1': ACCEPTED
    - name: rank1
      list: string
    - name: rank2
      list: string
    - name: rank3
      list: string
    - name: rank4
      list: string
    - name: rank5
      list: string
  - name: expert_4
    struct:
    - name: label
      dtype:
        class_label:
          names:
            '0': REJECTED
            '1': ACCEPTED
    - name: rank1
      list: string
    - name: rank2
      list: string
    - name: rank3
      list: string
    - name: rank4
      list: string
    - name: rank5
      list: string
  - name: expert_5
    struct:
    - name: label
      dtype:
        class_label:
          names:
            '0': REJECTED
            '1': ACCEPTED
    - name: rank1
      list: string
    - name: rank2
      list: string
    - name: rank3
      list: string
    - name: rank4
      list: string
    - name: rank5
      list: string
  splits:
  - name: expert
    num_examples: 56
  - name: single_train
    num_examples: 5082
  - name: single_dev
    num_examples: 2511
  - name: multi_train
    num_examples: 32305
  - name: multi_dev
    num_examples: 994
  - name: test
    num_examples: 1517
- config_name: bail
  features:
  - name: id
    dtype: string
  - name: district
    dtype: string
  - name: text
    struct:
    - name: facts-and-arguments
      list: string
    - name: judge-opinion
      list: string
  - name: label
    dtype:
      class_label:
        names:
          '0': DENIED
          '1': GRANTED
  splits:
  - name: train_all
    num_examples: 123742
  - name: dev_all
    num_examples: 17707
  - name: test_all
    num_examples: 35400
  - name: train_specific
    num_examples: 124341
  - name: dev_specific
    num_examples: 15929
  - name: test_specific
    num_examples: 36579
- config_name: lsi
  features:
  - name: id
    dtype: string
  - name: text
    list: string
  - name: labels
    list:
      class_label:
        names:
          '0': Section 2
          '1': Section 3
          '2': Section 4
          '3': Section 5
          '4': Section 13
          '5': Section 34
          '6': Section 107
          '7': Section 109
          '8': Section 114
          '9': Section 120
          '10': Section 120B
          '11': Section 143
          '12': Section 147
          '13': Section 148
          '14': Section 149
          '15': Section 155
          '16': Section 156
          '17': Section 161
          '18': Section 164
          '19': Section 173
          '20': Section 174A
          '21': Section 186
          '22': Section 188
          '23': Section 190
          '24': Section 193
          '25': Section 200
          '26': Section 201
          '27': Section 228
          '28': Section 229A
          '29': Section 279
          '30': Section 294
          '31': Section 294(b)
          '32': Section 299
          '33': Section 300
          '34': Section 302
          '35': Section 304
          '36': Section 304A
          '37': Section 304B
          '38': Section 306
          '39': Section 307
          '40': Section 308
          '41': Section 313
          '42': Section 320
          '43': Section 323
          '44': Section 324
          '45': Section 325
          '46': Section 326
          '47': Section 332
          '48': Section 336
          '49': Section 337
          '50': Section 338
          '51': Section 341
          '52': Section 342
          '53': Section 353
          '54': Section 354
          '55': Section 363
          '56': Section 364
          '57': Section 365
          '58': Section 366
          '59': Section 366A
          '60': Section 375
          '61': Section 376
          '62': Section 376(2)
          '63': Section 379
          '64': Section 380
          '65': Section 384
          '66': Section 389
          '67': Section 392
          '68': Section 394
          '69': Section 395
          '70': Section 397
          '71': Section 406
          '72': Section 409
          '73': Section 411
          '74': Section 415
          '75': Section 417
          '76': Section 419
          '77': Section 420
          '78': Section 427
          '79': Section 436
          '80': Section 437
          '81': Section 438
          '82': Section 447
          '83': Section 448
          '84': Section 450
          '85': Section 452
          '86': Section 457
          '87': Section 465
          '88': Section 467
          '89': Section 468
          '90': Section 471
          '91': Section 482
          '92': Section 494
          '93': Section 498
          '94': Section 498A
          '95': Section 500
          '96': Section 504
          '97': Section 506
          '98': Section 509
          '99': Section 511
  splits:
  - name: train
    num_examples: 42750
  - name: dev
    num_examples: 10181
  - name: test
    num_examples: 13019
  - name: statutes
    num_examples: 100
- config_name: pcr
  features:
  - name: id
    dtype: string
  - name: text
    list: string
  - name: relevant_candidates
    list: string
  splits:
  - name: train_candidates
    num_examples: 4320
  - name: dev_candidates
    num_examples: 1023
  - name: test_candidates
    num_examples: 1727
  - name: train_queries
    num_examples: 827
  - name: dev_queries
    num_examples: 118
  - name: test_queries
    num_examples: 237
- config_name: summ
  features:
  - name: id
    dtype: string
  - name: document
    list: string
  - name: summary
    list: string
  - name: num_doc_tokens
    dtype: int64
  - name: num_summ_tokens
    dtype: int64
  splits:
  - name: train
    num_examples: 7030
  - name: test
    num_examples: 100
- config_name: lmt
  features:
  - name: id
    dtype: string
  - name: src_lang
    dtype: string
  - name: src
    dtype: string
  - name: tgt_lang
    dtype: string
  - name: tgt
    dtype: string
  splits:
  - name: acts
    num_examples: 4036
  - name: cci_faq
    num_examples: 1460
  - name: ip
    num_examples: 1020
configs:
- config_name: lner
  data_files:
  - split: fold_1
    path: lner/fold_1*
  - split: fold_2
    path: lner/fold_2*
  - split: fold_3
    path: lner/fold_3*
- config_name: rr
  data_files:
  - split: CL_train
    path: rr/CL_train*
  - split: CL_dev
    path: rr/CL_dev*
  - split: CL_test
    path: rr/CL_test*
  - split: IT_train
    path: rr/IT_train*
  - split: IT_dev
    path: rr/IT_dev*
  - split: IT_test
    path: rr/IT_test*
- config_name: cjpe
  data_files:
  - split: expert
    path: cjpe/expert*
  - split: single_train
    path: cjpe/single_train*
  - split: single_dev
    path: cjpe/single_dev*
  - split: multi_train
    path: cjpe/multi_train*
  - split: multi_dev
    path: cjpe/multi_dev*
  - split: test
    path: cjpe/test*
- config_name: bail
  data_files:
  - split: train_all
    path: bail/train_all*
  - split: dev_all
    path: bail/dev_all*
  - split: test_all
    path: bail/test_all*
  - split: train_specific
    path: bail/train_specific*
  - split: dev_specific
    path: bail/dev_specific*
  - split: test_specific
    path: bail/test_specific*
- config_name: lsi
  data_files:
  - split: train
    path: lsi/train*
  - split: dev
    path: lsi/dev*
  - split: test
    path: lsi/test*
  - split: statutes
    path: lsi/statutes*
- config_name: pcr
  data_files:
  - split: train_candidates
    path: pcr/train_candidates*
  - split: dev_candidates
    path: pcr/dev_candidates*
  - split: test_candidates
    path: pcr/test_candidates*
  - split: train_queries
    path: pcr/train_queries*
  - split: dev_queries
    path: pcr/dev_queries*
  - split: test_queries
    path: pcr/test_queries*
- config_name: summ
  data_files:
  - split: train
    path: summ/train*
  - split: test
    path: summ/test*
- config_name: lmt
  data_files:
  - split: acts
    path: lmt/acts*
  - split: cci_faq
    path: lmt/cci_faq*
  - split: ip
    path: lmt/ip*
---