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---
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license: mit
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task_categories:
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- text-classification
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- summarization
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- translation
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- token-classification
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- feature-extraction
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- sentence-similarity
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language:
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- en
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- hi
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- bn
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- gu
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- ml
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- mr
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- or
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- pa
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- ta
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- te
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tags:
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- legal
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- indian law
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- benchmark
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- legal ner
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- rhetorical role
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- judgment prediction
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- judgment explanation
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- bail
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- legal statute
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- prior case
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- summarization
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- machine translation
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size_categories:
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- 10K<n<100K
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pretty_name: Benchmark-Testing
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config_names:
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- lner
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- rr
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- cjpe
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- bail
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- lsi
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- pcr
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- summ
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- lmt
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dataset_info:
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- config_name: lner
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features:
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- name: id
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dtype: string
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- name: text
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dtype: string
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- name: spans
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list:
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struct:
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- name: start
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dtype: int64
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- name: end
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dtype: int64
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- name: label
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class_label:
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names:
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'0': APP
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'1': RESP
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'2': A.COUNSEL
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'3': R.COUNSEL
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'4': JUDGE
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'5': WIT
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'6': AUTH
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'7': COURT
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'8': STAT
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'9': PREC
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'10': DATE
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'11': CASENO
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splits:
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- name: fold_1
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num_examples: 35
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- name: fold_2
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num_examples: 35
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- name: fold_3
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num_examples: 35
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- config_name: rr
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features:
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- name: id
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dtype: string
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- name: text
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list: string
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- name: labels
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list:
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class_label:
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names:
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'0': Fact
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'1': Issue
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'2': ArgumentPetitioner
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'3': ArgumentRespondent
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'4': Statute
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|
'5': Dissent
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|
'6': PrecedentReliedUpon
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|
'7': PrecedentNotReliedUpon
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'8': PrecedentOverruled
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'9': RulingByLowerCourt
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'10': RatioOfTheDecision
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'11': RulingByPresentCourt
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'12': None
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- name: expert_1
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struct:
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- name: primary
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list:
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class_label:
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names:
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'0': Fact
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'1': Issue
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'2': ArgumentPetitioner
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'3': ArgumentRespondent
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'4': Statute
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|
'5': Dissent
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|
'6': PrecedentReliedUpon
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|
'7': PrecedentNotReliedUpon
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|
'8': PrecedentOverruled
|
|
'9': RulingByLowerCourt
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|
'10': RatioOfTheDecision
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'11': RulingByPresentCourt
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'12': None
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|
- name: secondary
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|
list:
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|
class_label:
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|
names:
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|
'0': Fact
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|
'1': Issue
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|
'2': ArgumentPetitioner
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|
'3': ArgumentRespondent
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|
'4': Statute
|
|
'5': Dissent
|
|
'6': PrecedentReliedUpon
|
|
'7': PrecedentNotReliedUpon
|
|
'8': PrecedentOverruled
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|
'9': RulingByLowerCourt
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|
'10': RatioOfTheDecision
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|
'11': RulingByPresentCourt
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'12': None
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|
- name: tertiary
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list:
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|
class_label:
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names:
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|
'0': Fact
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|
'1': Issue
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|
'2': ArgumentPetitioner
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|
'3': ArgumentRespondent
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|
'4': Statute
|
|
'5': Dissent
|
|
'6': PrecedentReliedUpon
|
|
'7': PrecedentNotReliedUpon
|
|
'8': PrecedentOverruled
|
|
'9': RulingByLowerCourt
|
|
'10': RatioOfTheDecision
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|
'11': RulingByPresentCourt
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|
'12': None
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|
- name: overall
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|
list:
|
|
class_label:
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|
names:
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|
'0': Fact
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|
'1': Issue
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|
'2': ArgumentPetitioner
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|
'3': ArgumentRespondent
|
|
'4': Statute
|
|
'5': Dissent
|
|
'6': PrecedentReliedUpon
|
|
'7': PrecedentNotReliedUpon
|
|
'8': PrecedentOverruled
|
|
'9': RulingByLowerCourt
|
|
'10': RatioOfTheDecision
|
|
'11': RulingByPresentCourt
|
|
'12': None
|
|
- name: expert_2
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|
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
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|
'1': Issue
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|
'2': ArgumentPetitioner
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|
'3': ArgumentRespondent
|
|
'4': Statute
|
|
'5': Dissent
|
|
'6': PrecedentReliedUpon
|
|
'7': PrecedentNotReliedUpon
|
|
'8': PrecedentOverruled
|
|
'9': RulingByLowerCourt
|
|
'10': RatioOfTheDecision
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|
'11': RulingByPresentCourt
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|
'12': None
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|
- name: tertiary
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|
list:
|
|
class_label:
|
|
names:
|
|
'0': Fact
|
|
'1': Issue
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|
'2': ArgumentPetitioner
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|
'3': ArgumentRespondent
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|
'4': Statute
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|
'5': Dissent
|
|
'6': PrecedentReliedUpon
|
|
'7': PrecedentNotReliedUpon
|
|
'8': PrecedentOverruled
|
|
'9': RulingByLowerCourt
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'10': RatioOfTheDecision
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|
'11': RulingByPresentCourt
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'12': None
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|
- name: overall
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list:
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class_label:
|
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names:
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'0': Fact
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|
'1': Issue
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|
'2': ArgumentPetitioner
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|
'3': ArgumentRespondent
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|
'4': Statute
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|
'5': Dissent
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|
'6': PrecedentReliedUpon
|
|
'7': PrecedentNotReliedUpon
|
|
'8': PrecedentOverruled
|
|
'9': RulingByLowerCourt
|
|
'10': RatioOfTheDecision
|
|
'11': RulingByPresentCourt
|
|
'12': None
|
|
- name: expert_3
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|
struct:
|
|
- name: primary
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|
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
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|
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
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|
- name: tertiary
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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
|
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'12': None
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|
splits:
|
|
- name: CL_train
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num_examples: 40
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- name: CL_dev
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num_examples: 5
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- name: CL_test
|
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num_examples: 5
|
|
- name: IT_train
|
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num_examples: 40
|
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- name: IT_dev
|
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num_examples: 5
|
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- name: IT_test
|
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num_examples: 5
|
|
- config_name: cjpe
|
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features:
|
|
- name: id
|
|
dtype: string
|
|
- name: text
|
|
dtype: string
|
|
- name: label
|
|
dtype:
|
|
class_label:
|
|
names:
|
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'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*
|
|
--- |
