joelniklaus commited on
Commit
47c0146
1 Parent(s): 39ba7aa

removed more data from pile-of-law, added more documentation and added three more datasets

Browse files
.gitattributes CHANGED
@@ -72,3 +72,6 @@ data/pt/caselaw/brazil_rulingbr.jsonl.xz filter=lfs diff=lfs merge=lfs -text
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  data/sl/legislation/slovenia_marcell.jsonl.xz filter=lfs diff=lfs merge=lfs -text
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  data/cs/caselaw/czechia_constitutional_court.jsonl.xz filter=lfs diff=lfs merge=lfs -text
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  data/cs/caselaw/czechia_supreme_administrative_court.jsonl.xz filter=lfs diff=lfs merge=lfs -text
 
 
 
 
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  data/sl/legislation/slovenia_marcell.jsonl.xz filter=lfs diff=lfs merge=lfs -text
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  data/cs/caselaw/czechia_constitutional_court.jsonl.xz filter=lfs diff=lfs merge=lfs -text
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  data/cs/caselaw/czechia_supreme_administrative_court.jsonl.xz filter=lfs diff=lfs merge=lfs -text
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+ data/de/caselaw/switzerland_entscheidsuche.jsonl.xz filter=lfs diff=lfs merge=lfs -text
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+ data/fr/caselaw/switzerland_entscheidsuche.jsonl.xz filter=lfs diff=lfs merge=lfs -text
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+ data/it/caselaw/switzerland_entscheidsuche.jsonl.xz filter=lfs diff=lfs merge=lfs -text
Multi_Legal_Pile.py CHANGED
@@ -72,18 +72,6 @@ _DATA_NAME = {
72
 
73
  _PILE_OF_LAW_NAMES = {
74
  "caselaw": {
75
- "courtlistener_docket_entry_documents": {
76
- "train": [
77
- "train.courtlistenerdocketentries.0",
78
- "train.courtlistenerdocketentries.1",
79
- "train.courtlistenerdocketentries.2",
80
- "train.courtlistenerdocketentries.3"
81
- ],
82
- "validation": [
83
- "validation.courtlistenerdocketentries.0",
84
- "validation.courtlistenerdocketentries.1"
85
- ]
86
- },
87
  "courtlistener_opinions": {
88
  "train": [
89
  "train.courtlisteneropinions.0",
@@ -104,34 +92,22 @@ _PILE_OF_LAW_NAMES = {
104
  "validation.courtlisteneropinions.3"
105
  ]
106
  },
107
- "ftc_advisory_opinions": {
108
- "train": ["train.ftc_advisory_opinions"],
109
- "validation": ["validation.ftc_advisory_opinions"]
110
- },
111
- "eoir": {
112
- "train": ["train.eoir"],
113
- "validation": ["validation.eoir"]
114
- },
115
- "bva_opinions": {
116
- "train": ["train.bva"],
117
- "validation": ["validation.bva"]
118
- },
119
- "tax_rulings": {
120
- "train": ["train.taxrulings"],
121
- "validation": ["validation.taxrulings"]
122
  },
123
  "scotus_filings": {
124
  "train": ["train.scotus_docket_entries"],
125
  "validation": ["validation.scotus_docket_entries"]
126
  },
127
- "nlrb_decisions": {
128
- "train": ["train.nlrb_decisions"],
129
- "validation": ["validation.nlrb_decisions"]
130
- },
131
- "dol_ecab": {
132
- "train": ["train.dol_ecab"],
133
- "validation": ["validation.dol_ecab"]
134
- },
135
  "echr": {
136
  "train": ["train.echr"],
137
  "validation": ["validation.echr"]
@@ -163,43 +139,31 @@ _PILE_OF_LAW_NAMES = {
163
  "train": ["train.cfpb_cc"],
164
  "validation": ["validation.cfpb_cc"]
165
  },
166
- "tos": {
167
- "train": ["train.tos"],
168
- "validation": ["validation.tos"]
169
- },
170
  },
171
  "legislation": {
 
 
 
 
172
  "state_codes": {
173
  "train": ["train.state_code"],
174
  "validation": ["validation.state_code"]
175
  },
176
- "federal_register": {
177
- "train": ["train.federal_register"],
178
- "validation": ["validation.federal_register"]
179
- },
180
  "us_bills": {
181
  "train": ["train.us_bills"],
182
  "validation": ["validation.us_bills"]
183
  },
184
- "uscode": {
185
- "train": ["train.uscode"],
186
- "validation": ["validation.uscode"]
187
- },
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- "constitutions": {
189
- "train": ["train.constitutions"],
190
- "validation": ["validation.constitutions"]
191
  },
192
  "cfr": {
193
  "train": ["train.cfr"],
194
  "validation": ["validation.cfr"]
195
  },
196
- "fre": {
197
- "train": ["train.fre"],
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- "validation": ["validation.fre"]
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- },
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- "frcp": {
201
- "train": ["train.frcp"],
202
- "validation": ["validation.frcp"]
203
  },
204
  },
205
  "other": { # analyses
 
72
 
73
  _PILE_OF_LAW_NAMES = {
74
  "caselaw": {
 
 
 
 
 
 
 
 
 
 
 
 
75
  "courtlistener_opinions": {
76
  "train": [
77
  "train.courtlisteneropinions.0",
 
92
  "validation.courtlisteneropinions.3"
93
  ]
94
  },
95
+ "courtlistener_docket_entry_documents": {
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+ "train": [
97
+ "train.courtlistenerdocketentries.0",
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+ "train.courtlistenerdocketentries.1",
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+ "train.courtlistenerdocketentries.2",
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+ "train.courtlistenerdocketentries.3"
101
+ ],
102
+ "validation": [
103
+ "validation.courtlistenerdocketentries.0",
104
+ "validation.courtlistenerdocketentries.1"
105
+ ]
 
 
 
 
106
  },
107
  "scotus_filings": {
108
  "train": ["train.scotus_docket_entries"],
109
  "validation": ["validation.scotus_docket_entries"]
110
  },
 
 
 
 
 
 
 
 
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  "echr": {
112
  "train": ["train.echr"],
113
  "validation": ["validation.echr"]
 
139
  "train": ["train.cfpb_cc"],
140
  "validation": ["validation.cfpb_cc"]
141
  },
 
 
 
 
142
  },
143
  "legislation": {
144
+ "uscode": {
145
+ "train": ["train.uscode"],
146
+ "validation": ["validation.uscode"]
147
+ },
148
  "state_codes": {
149
  "train": ["train.state_code"],
150
  "validation": ["validation.state_code"]
151
  },
 
 
 
 
152
  "us_bills": {
153
  "train": ["train.us_bills"],
154
  "validation": ["validation.us_bills"]
155
  },
156
+ "federal_register": {
157
+ "train": ["train.federal_register"],
158
+ "validation": ["validation.federal_register"]
 
 
 
 
159
  },
160
  "cfr": {
161
  "train": ["train.cfr"],
162
  "validation": ["validation.cfr"]
163
  },
164
+ "constitutions": {
165
+ "train": ["train.constitutions"],
166
+ "validation": ["validation.constitutions"]
 
 
 
 
167
  },
168
  },
169
  "other": { # analyses
README.md CHANGED
@@ -81,16 +81,17 @@ task_categories:
81
 
82
  ### Dataset Summary
83
 
 
 
84
 
85
  ### Supported Tasks and Leaderboards
86
 
87
  The dataset supports the tasks of fill-mask.
88
 
89
-
90
-
91
  ### Languages
92
 
93
- The following languages are supported: bg, cs, da, de, el, en, es, et, fi, fr, ga, hr, hu, it, lt, lv, mt, nl, pl, pt, ro, sk, sl, sv
 
94
 
95
  ## Dataset Structure
96
 
@@ -98,17 +99,31 @@ It is structured in the following format:
98
  text_type -> language -> jurisdiction.jsonl.xz
99
 
100
  text_type is one of the following:
 
101
  - caselaw
102
  - contracts
103
  - legislation
104
  - other
105
 
 
 
 
 
 
 
 
 
 
 
 
 
106
  ### Data Instances
107
 
108
- The file format is jsonl.xz and there is one split available ("train").
109
 
 
110
 
111
- | Language | Type | jurisdiction | Source | Size (MB) | Tokens | Documents | Words/Document | URL | License |
112
  |:---------|:------------|:-------------|:-----------------------------------|----------:|-------:|----------:|---------------:|-----|--------:|
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  | bg | legislation | Bulgaria | MARCELL | 588 | xxx | xxx | xxx | | |
114
  | cs | caselaw | Czechia | CzCDC Constitutional Court | 713 | xxx | xxx | xxx | | |
@@ -117,15 +132,18 @@ The file format is jsonl.xz and there is one split available ("train").
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  | da | caselaw | Denmark | DDSC | 205 | xxx | xxx | xxx | | |
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  | da | legislation | Denmark | DDSC | 1464 | xxx | xxx | xxx | | |
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  | de | caselaw | Germany | openlegaldata | 4310 | xxx | xxx | xxx | | |
 
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  | de | legislation | Germany | openlegaldata | 96 | xxx | xxx | xxx | | |
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  | de | legislation | Switzerland | lexfind | 299 | xxx | xxx | xxx | | |
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  | en | legislation | Switzerland | lexfind | 9 | xxx | xxx | xxx | | |
123
  | fr | caselaw | Belgium | jurportal | 104 | xxx | xxx | xxx | | |
124
- | fr | caselaw | Luxembourg | judoc | 277 | xxx | xxx | xxx | | |
125
  | fr | caselaw | France | CASS | 266 | xxx | xxx | xxx | | |
 
 
126
  | fr | legislation | Switzerland | lexfind | 219 | xxx | xxx | xxx | | |
127
  | fr | legislation | Belgium | ejustice | 178 | xxx | xxx | xxx | | |
128
  | hu | legislation | Hungary | MARCELL | 239 | xxx | xxx | xxx | | |
 
129
  | it | legislation | Switzerland | lexfind | 141 | xxx | xxx | xxx | | |
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  | nl | legislation | Belgium | ejustice | 178 | xxx | xxx | xxx | | |
131
  | pl | legislation | Poland | MARCELL | 264 | xxx | xxx | xxx | | |
@@ -133,8 +151,48 @@ The file format is jsonl.xz and there is one split available ("train").
133
  | ro | legislation | Romania | MARCELL | 2704 | xxx | xxx | xxx | | |
134
  | sk | legislation | Slovakia | MARCELL | 192 | xxx | xxx | xxx | | |
135
  | sl | legislation | Slovenia | MARCELL | 753 | xxx | xxx | xxx | | |
136
- | total | all | all | all | 16186 | xxx | xxx | xxx | | |
137
-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
138
 
139
  ### Data Fields
140
 
 
81
 
82
  ### Dataset Summary
83
 
84
+ The Multi_Legal_Pile is a large-scale multilingual legal dataset suited for pretraining language models.
85
+ It spans over 24 languages and four legal text types.
86
 
87
  ### Supported Tasks and Leaderboards
88
 
89
  The dataset supports the tasks of fill-mask.
90
 
 
 
91
  ### Languages
92
 
93
+ The following languages are supported: bg, cs, da, de, el, en, es, et, fi, fr, ga, hr, hu, it, lt, lv, mt, nl, pl, pt,
94
+ ro, sk, sl, sv
95
 
96
  ## Dataset Structure
97
 
 
99
  text_type -> language -> jurisdiction.jsonl.xz
100
 
101
  text_type is one of the following:
102
+
103
  - caselaw
104
  - contracts
105
  - legislation
106
  - other
107
 
108
+ The dataset can be used in the following way:
109
+ ```
110
+ from datasets import load_dataset
111
+
112
+ config = 'en_contracts'
113
+ dataset = load_dataset('joelito/Multi_Legal_Pile', config, split='Train', streaming=True)
114
+ ```
115
+
116
+ 'config' is a combination of language and text_type, e.g. 'en_contracts' or 'de_caselaw'.
117
+ To load all the languages or all the text_types, use 'all' instead of the language or text_type (e.g., '
118
+ all_legislation').
119
+
120
  ### Data Instances
121
 
122
+ The file format is jsonl.xz and there is one split available ("train").
123
 
124
+ #### Native Multilingual Legal Pile data
125
 
126
+ | Language | Text Type | jurisdiction | Source | Size (MB) | Tokens | Documents | Words/Document | URL | License |
127
  |:---------|:------------|:-------------|:-----------------------------------|----------:|-------:|----------:|---------------:|-----|--------:|
128
  | bg | legislation | Bulgaria | MARCELL | 588 | xxx | xxx | xxx | | |
129
  | cs | caselaw | Czechia | CzCDC Constitutional Court | 713 | xxx | xxx | xxx | | |
 
132
  | da | caselaw | Denmark | DDSC | 205 | xxx | xxx | xxx | | |
133
  | da | legislation | Denmark | DDSC | 1464 | xxx | xxx | xxx | | |
134
  | de | caselaw | Germany | openlegaldata | 4310 | xxx | xxx | xxx | | |
135
+ | de | caselaw | Switzerland | entscheidsuche | 6937 | xxx | xxx | xxx | | |
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  | de | legislation | Germany | openlegaldata | 96 | xxx | xxx | xxx | | |
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  | de | legislation | Switzerland | lexfind | 299 | xxx | xxx | xxx | | |
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  | en | legislation | Switzerland | lexfind | 9 | xxx | xxx | xxx | | |
139
  | fr | caselaw | Belgium | jurportal | 104 | xxx | xxx | xxx | | |
 
140
  | fr | caselaw | France | CASS | 266 | xxx | xxx | xxx | | |
141
+ | fr | caselaw | Luxembourg | judoc | 277 | xxx | xxx | xxx | | |
142
+ | fr | caselaw | Switzerland | entscheidsuche | 5100 | xxx | xxx | xxx | | |
143
  | fr | legislation | Switzerland | lexfind | 219 | xxx | xxx | xxx | | |
144
  | fr | legislation | Belgium | ejustice | 178 | xxx | xxx | xxx | | |
145
  | hu | legislation | Hungary | MARCELL | 239 | xxx | xxx | xxx | | |
146
+ | it | caselaw | Switzerland | entscheidsuche | 1274 | xxx | xxx | xxx | | |
147
  | it | legislation | Switzerland | lexfind | 141 | xxx | xxx | xxx | | |
148
  | nl | legislation | Belgium | ejustice | 178 | xxx | xxx | xxx | | |
149
  | pl | legislation | Poland | MARCELL | 264 | xxx | xxx | xxx | | |
 
151
  | ro | legislation | Romania | MARCELL | 2704 | xxx | xxx | xxx | | |
152
  | sk | legislation | Slovakia | MARCELL | 192 | xxx | xxx | xxx | | |
153
  | sl | legislation | Slovenia | MARCELL | 753 | xxx | xxx | xxx | | |
154
+ | total | all | all | all | 29497 | xxx | xxx | xxx | | |
155
+
156
+ #### Eurlex Resources
157
+
158
+ See [Eurlex Resources](https://huggingface.co/datasets/joelito/eurlex_resources#data-instances) for more information.
159
+
160
+ #### MC4 Legal
161
+
162
+ See [MC4 Legal](https://huggingface.co/datasets/joelito/mc4_legal#data-instances) for more information.
163
+
164
+ #### Pile-of-Law
165
+
166
+ See [Pile-of-Law](https://huggingface.co/datasets/pile-of-law/pile-of-law#data-instances) for more information.
167
+
168
+ For simplicity and with respect to balancing off data across different jurisdictions and languages,
169
+ we disregard many US resources that are either very specialized (e.g., tax rulings),
170
+ outdated/historical (e.g., founding letters),
171
+ very small (less than 20MB),
172
+ not legal language in the strict sense (conversations),
173
+ or the information overlaps with other sources (study materials).
174
+ If you are interested in a US-based (US-biased) model, refer to the "Pile of (US) Law" by Henderson et al. (2022).
175
+ Analyses are put into the "other" category because in mc4_legal we also likely have similar text.
176
+
177
+ | Language | Type | jurisdiction | Source | Size (MB) | Tokens | Documents | Words/Document |
178
+ |:----------|:------------|:-------------|:---------------------------|----------:|-------:|----------:|---------------:|
179
+ | en | caselaw | US | courtlisteneropinions | 79050 | xxx | xxx | xxx |
180
+ | en | caselaw | US | courtlistenerdocketentries | 69510 | xxx | xxx | xxx |
181
+ | en | caselaw | US | scotus_filings | 2010 | xxx | xxx | xxx |
182
+ | en | caselaw | EU | echr | 149 | xxx | xxx | xxx |
183
+ | en | caselaw | Canada | canadian_decisions | 243 | xxx | xxx | xxx |
184
+ | en | contracts | US | atticus_contracts | 41600 | xxx | xxx | xxx |
185
+ | en | contracts | US | edgar | 14350 | xxx | xxx | xxx |
186
+ | en | contracts | US | cfpb_creditcard_contracts | 94 | xxx | xxx | xxx |
187
+ | en | legislation | US | uscode | 358 | xxx | xxx | xxx |
188
+ | en | legislation | US | state_codes | 9030 | xxx | xxx | xxx |
189
+ | en | legislation | US | us_bills | 1690 | xxx | xxx | xxx |
190
+ | en | legislation | US | federal_register | 212 | xxx | xxx | xxx |
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+ | en | legislation | US | cfr | 894 | xxx | xxx | xxx |
192
+ | en | legislation | N/A | constitutions | 33 | xxx | xxx | xxx |
193
+ | en | other | US | oig | 2530 | xxx | xxx | xxx |
194
+ | en | other | US | olc_memos | 49 | xxx | xxx | xxx |
195
+ | total | all | all | all | 221851 | xxx | xxx | xxx |
196
 
197
  ### Data Fields
198
 
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