metadata
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*