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English
ArXiv:
License:
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README.md CHANGED
@@ -63,7 +63,7 @@ See paper for details.
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  ### Languages
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- English
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  ## Dataset Structure
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@@ -71,7 +71,7 @@ English
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  **courtListener_docket_entry_documents** : Docket entries in U.S. federal courts, including filed briefs from CourtListener RECAP archive.
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- **courtListener_opinions** : U.S. court opinions from CourtListener.
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  **atticus_contracts**: Unannotated contracts from the Atticus Project.
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@@ -97,7 +97,7 @@ English
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  **scotus_filings**: Briefs and filings with the U.S. Supreme Court.
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- **bar_exam_outlines**: Bar exam outlines available openly on the web.
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  **edgar**: Contracts filed with the SEC and made available on the SEC's Edgar tool.
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@@ -141,6 +141,154 @@ Question: [Post Content]
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  Topic: [Post Flair]
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  Answer \#[N]: [Top Answers]...
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  ### Data Fields
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@@ -151,7 +299,7 @@ Answer \#[N]: [Top Answers]...
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  ### Data Splits
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- There is a train/validation split for each subset of the data. 75%/25%
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  ## Dataset Creation
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@@ -219,7 +367,7 @@ Pile of Law will respond to all DMCA-compliant infringement notices, including,
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  All received infringement notices may be posted in full to the Lumen database (previously known as the Chilling Effects Clearinghouse).
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- All takedown requests with the above information should be sent via email to pileoflaw@gmail.com.
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  This removal notice has been modified from the (CourtListener DMCA takedown notice)[https://www.courtlistener.com/terms/].
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  ### Languages
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+ Mainly English, but some other languages may appear in some portions of the data.
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  ## Dataset Structure
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  **courtListener_docket_entry_documents** : Docket entries in U.S. federal courts, including filed briefs from CourtListener RECAP archive.
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+ **courtListener_opinions** : U.S. court opinions from CourtListener (synchronized as of 12/31/2022).
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  **atticus_contracts**: Unannotated contracts from the Atticus Project.
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  **scotus_filings**: Briefs and filings with the U.S. Supreme Court.
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+ **exam_outlines**: Exam outlines available openly on the web.
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  **edgar**: Contracts filed with the SEC and made available on the SEC's Edgar tool.
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  Topic: [Post Flair]
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  Answer \#[N]: [Top Answers]...
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+ **acus_reports** : Reports from the Administrative Conference of the United States from 2010-2022.
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+
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+ **ed_policy_guidance** : Policy guidance documents from the U.S. Department of Education (2001-2022).
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+
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+ **uspto_office_actions** : Office Actions from the U.S. Patent and Trademark Office from 2019-2022.
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+
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+ **icj-pcij** : International Court of Justice and Permanent Court of International Justice opinions.
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+
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+ **hhs_alj_opinions** : Opinions from the U.S. Department of Health and Human Services Administrative Law Judges from 1985-2019.
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+
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+ **sec_administrative_proceedings**: Significant pleadings, orders and decisions for administrative proceedings from the U.S. Securities and Exchange Commission from 2005-2022.
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+
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+ **fmshrc_bluebooks**: Bluebooks from the U.S. Federal Mine Safety and Health Review Commission from 1979 (March) - 2022 (August).
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+
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+ **resource_contracts**: Resource Contracts collected by ResourceContracts.org
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+
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+ **medicaid_policy_guidance**: Policy guidance documents from the U.S. Department of Health and Human Services (1994-2022).
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+
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+ **irs_legal_advice_memos**: Legal Advice Memos and Chief Counsel Notices from the U.S. Internal Revenue Service.
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+
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+ **doj_guidance**: Guidance documents from the U.S. Department of Justice (2020-2022).
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+
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+ **1/23 update**: Data updated in 2023 included: syncing courtListener opinions, adding ACUS reports, USPTO office actions, Ed Policy Guidance, HHS ALJ opinions, SEC administrative proceedings, FMSHRC Bluebooks, Resource Contracts, and ICJ/PCIJ legal opinions. We also fixed OLC opinions which had some formatting inconsistencies and merged exam outlines into one file, adding some additional exam outlines.
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+
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+ On-disk sizes might vary due to caching and compression, but should be approximately as follows as of 1/7/2023.
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+
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+ <details>
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+ <summary>Click to expand</summary>
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+ ```bash
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+ % xz --list ../data/*.xz
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+ Strms Blocks Compressed Uncompressed Ratio Check Filename
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+ 183 181 9,631.2 KiB 35.0 MiB 0.268 CRC64 ../data/train.acus_reports.jsonl.xz
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+ 1 1 1,024.1 MiB 6,781.1 MiB 0.151 CRC64 ../data/train.atticus_contracts.1.jsonl.xz
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+ 1 1 1,024.1 MiB 6,790.1 MiB 0.151 CRC64 ../data/train.atticus_contracts.2.jsonl.xz
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+ 1 1 1,024.1 MiB 6,759.2 MiB 0.152 CRC64 ../data/train.atticus_contracts.3.jsonl.xz
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+ 1 1 139.9 MiB 925.0 MiB 0.151 CRC64 ../data/train.atticus_contracts.4.jsonl.xz
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+ 1 1 1,564.6 MiB 12.5 GiB 0.123 CRC64 ../data/train.bva.jsonl.xz
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+ 1 1 29.8 MiB 154.3 MiB 0.193 CRC64 ../data/train.canadian_decisions.jsonl.xz
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+ 1 1 18.5 MiB 82.6 MiB 0.224 CRC64 ../data/train.cc_casebooks.jsonl.xz
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+ 1 1 3,427.3 KiB 67.2 MiB 0.050 CRC64 ../data/train.cfpb_cc.jsonl.xz
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+ 1 1 72.7 MiB 582.6 MiB 0.125 CRC64 ../data/train.cfr.jsonl.xz
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+ 1 1 1,056.1 MiB 4,941.9 MiB 0.214 CRC64 ../data/train.congressional_hearings.jsonl.xz
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+ 1 1 3,272.4 KiB 21.3 MiB 0.150 CRC64 ../data/train.constitutions.jsonl.xz
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+ 1 1 1,024.1 MiB 13.0 GiB 0.077 CRC64 ../data/train.courtlistenerdocketentries.0.jsonl.xz
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+ 1 1 1,024.3 MiB 13.3 GiB 0.075 CRC64 ../data/train.courtlistenerdocketentries.1.jsonl.xz
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+ 1 1 1,024.1 MiB 12.4 GiB 0.080 CRC64 ../data/train.courtlistenerdocketentries.2.jsonl.xz
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+ 1 1 635.2 MiB 8,671.6 MiB 0.073 CRC64 ../data/train.courtlistenerdocketentries.3.jsonl.xz
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+ 1 1 953.7 MiB 4,575.7 MiB 0.208 CRC64 ../data/train.courtlisteneropinions.0.jsonl.xz
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+ 1 1 953.7 MiB 4,356.2 MiB 0.219 CRC64 ../data/train.courtlisteneropinions.1.jsonl.xz
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+ 1 1 953.7 MiB 4,315.6 MiB 0.221 CRC64 ../data/train.courtlisteneropinions.10.jsonl.xz
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+ 1 1 953.7 MiB 4,650.3 MiB 0.205 CRC64 ../data/train.courtlisteneropinions.11.jsonl.xz
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+ 1 1 953.7 MiB 4,836.3 MiB 0.197 CRC64 ../data/train.courtlisteneropinions.12.jsonl.xz
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+ 1 1 953.7 MiB 4,644.9 MiB 0.205 CRC64 ../data/train.courtlisteneropinions.13.jsonl.xz
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+ 1 1 953.7 MiB 4,657.5 MiB 0.205 CRC64 ../data/train.courtlisteneropinions.14.jsonl.xz
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+ 1 1 539.2 MiB 2,621.8 MiB 0.206 CRC64 ../data/train.courtlisteneropinions.15.jsonl.xz
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+ 1 1 953.7 MiB 4,335.3 MiB 0.220 CRC64 ../data/train.courtlisteneropinions.2.jsonl.xz
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+ 1 1 953.7 MiB 4,352.0 MiB 0.219 CRC64 ../data/train.courtlisteneropinions.3.jsonl.xz
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+ 1 1 953.7 MiB 4,575.9 MiB 0.208 CRC64 ../data/train.courtlisteneropinions.4.jsonl.xz
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+ 1 1 953.7 MiB 4,382.6 MiB 0.218 CRC64 ../data/train.courtlisteneropinions.5.jsonl.xz
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+ 1 1 953.7 MiB 4,352.3 MiB 0.219 CRC64 ../data/train.courtlisteneropinions.6.jsonl.xz
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+ 1 1 953.7 MiB 4,462.4 MiB 0.214 CRC64 ../data/train.courtlisteneropinions.7.jsonl.xz
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+ 1 1 953.7 MiB 4,604.0 MiB 0.207 CRC64 ../data/train.courtlisteneropinions.8.jsonl.xz
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+ 1 1 953.7 MiB 4,612.0 MiB 0.207 CRC64 ../data/train.courtlisteneropinions.9.jsonl.xz
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+ 1 1 41.1 MiB 305.6 MiB 0.135 CRC64 ../data/train.dol_ecab.jsonl.xz
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+ 1 1 19.1 MiB 100.5 MiB 0.190 CRC64 ../data/train.echr.jsonl.xz
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+ 508 507 1,502.0 KiB 4,716.7 KiB 0.318 CRC64 ../data/train.ed_policy_guidance.jsonl.xz
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+ 1 1 1,372.0 MiB 9,032.6 MiB 0.152 CRC64 ../data/train.edgar.jsonl.xz
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+ 1 1 3,896.6 KiB 18.6 MiB 0.205 CRC64 ../data/train.eoir.jsonl.xz
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+ 1 1 140.3 MiB 1,154.7 MiB 0.121 CRC64 ../data/train.eurlex.jsonl.xz
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+ 1 1 51.4 MiB 239.4 MiB 0.215 CRC64 ../data/train.euro_parl.jsonl.xz
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+ 1 1 355.3 KiB 1,512.5 KiB 0.235 CRC64 ../data/train.examoutlines.jsonl.xz
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+ 1 1 20.7 MiB 131.7 MiB 0.157 CRC64 ../data/train.federal_register.jsonl.xz
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+ 396 396 43.9 MiB 175.7 MiB 0.250 CRC64 ../data/train.fmshrc.jsonl.xz
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+ 1 1 73.4 MiB 341.7 MiB 0.215 CRC64 ../data/train.founding_docs.jsonl.xz
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+ 1 1 324.2 KiB 1,459.4 KiB 0.222 CRC64 ../data/train.frcp.jsonl.xz
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+ 1 1 116.1 KiB 484.9 KiB 0.239 CRC64 ../data/train.fre.jsonl.xz
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+ 1 1 297.3 KiB 1,245.0 KiB 0.239 CRC64 ../data/train.ftc_advisory_opinions.jsonl.xz
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+ 1 1 29.5 MiB 157.4 MiB 0.188 CRC64 ../data/train.ijc.jsonl.xz
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+ 1 1 170.7 MiB 788.9 MiB 0.216 CRC64 ../data/train.nlrb_decisions.jsonl.xz
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+ 1 1 218.4 MiB 1,580.3 MiB 0.138 CRC64 ../data/train.oig.jsonl.xz
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+ 1 1 5,857.4 KiB 31.5 MiB 0.182 CRC64 ../data/train.olc_memos.jsonl.xz
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+ 1 1 58.6 MiB 234.5 MiB 0.250 CRC64 ../data/train.r_legaldvice.jsonl.xz
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+ 629 629 16.1 MiB 68.5 MiB 0.235 CRC64 ../data/train.resource_contracts.jsonl.xz
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+ 1 1 68.5 MiB 323.2 MiB 0.212 CRC64 ../data/train.scotus_oral.jsonl.xz
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+ 10,805 10,805 40.7 MiB 118.4 MiB 0.344 CRC64 ../data/train.sec.jsonl.xz
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+ 1 1 705.0 MiB 5,019.9 MiB 0.140 CRC64 ../data/train.state_code.jsonl.xz
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+ 1 1 75.2 MiB 540.8 MiB 0.139 CRC64 ../data/train.taxrulings.jsonl.xz
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+ 1 1 273.6 KiB 1,318.5 KiB 0.207 CRC64 ../data/train.tos.jsonl.xz
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+ 1 1 22.6 MiB 108.1 MiB 0.209 CRC64 ../data/train.undebates.jsonl.xz
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+ 1 1 167.6 MiB 1,119.6 MiB 0.150 CRC64 ../data/train.us_bills.jsonl.xz
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+ 1 1 25.3 MiB 196.1 MiB 0.129 CRC64 ../data/train.uscode.jsonl.xz
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+ 1 1 1,713.2 MiB 33.7 GiB 0.050 CRC64 ../data/train.uspto_oab.jsonl.xz
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+ 54 54 2,960.9 KiB 11.0 MiB 0.264 CRC64 ../data/validation.acus_reports.jsonl.xz
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+ 1 1 1,024.1 MiB 6,797.1 MiB 0.151 CRC64 ../data/validation.atticus_contracts.0.jsonl.xz
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+ 1 1 374.6 MiB 2,471.7 MiB 0.152 CRC64 ../data/validation.atticus_contracts.1.jsonl.xz
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+ 1 1 523.0 MiB 4,258.9 MiB 0.123 CRC64 ../data/validation.bva.jsonl.xz
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+ 1 1 9.8 MiB 50.5 MiB 0.195 CRC64 ../data/validation.canadian_decisions.jsonl.xz
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+ 1 1 4,281.5 KiB 19.1 MiB 0.219 CRC64 ../data/validation.cc_casebooks.jsonl.xz
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+ 1 1 1,532.6 KiB 19.6 MiB 0.077 CRC64 ../data/validation.cfpb_cc.jsonl.xz
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+ 1 1 23.3 MiB 190.4 MiB 0.122 CRC64 ../data/validation.cfr.jsonl.xz
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+ 1 1 347.4 MiB 1,620.7 MiB 0.214 CRC64 ../data/validation.congressional_hearings.jsonl.xz
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+ 1 1 1,102.4 KiB 6,733.0 KiB 0.164 CRC64 ../data/validation.constitutions.jsonl.xz
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+ 1 1 1,024.1 MiB 10.7 GiB 0.094 CRC64 ../data/validation.courtlistenerdocketentries.0.jsonl.xz
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+ 1 1 473.7 MiB 5,225.2 MiB 0.091 CRC64 ../data/validation.courtlistenerdocketentries.1.jsonl.xz
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+ 1 1 953.7 MiB 4,391.3 MiB 0.217 CRC64 ../data/validation.courtlisteneropinions.0.jsonl.xz
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+ 1 1 953.8 MiB 4,436.7 MiB 0.215 CRC64 ../data/validation.courtlisteneropinions.2.jsonl.xz
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+ 1 1 953.7 MiB 4,618.0 MiB 0.207 CRC64 ../data/validation.courtlisteneropinions.4.jsonl.xz
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+ 1 1 238.5 MiB 1,147.4 MiB 0.208 CRC64 ../data/validation.courtlisteneropinions.5.jsonl.xz
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+ 1 1 13.8 MiB 101.5 MiB 0.136 CRC64 ../data/validation.dol_ecab.jsonl.xz
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+ 1 1 4,132.1 KiB 20.8 MiB 0.194 CRC64 ../data/validation.echr.jsonl.xz
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+ 174 173 490.5 KiB 1,564.9 KiB 0.313 CRC64 ../data/validation.ed_policy_guidance.jsonl.xz
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+ 1 1 453.6 MiB 2,978.9 MiB 0.152 CRC64 ../data/validation.edgar.jsonl.xz
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+ 1 1 1,340.0 KiB 6,294.8 KiB 0.213 CRC64 ../data/validation.eoir.jsonl.xz
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+ 1 1 49.1 MiB 393.7 MiB 0.125 CRC64 ../data/validation.eurlex.jsonl.xz
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+ 1 1 17.0 MiB 79.0 MiB 0.215 CRC64 ../data/validation.euro_parl.jsonl.xz
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+ 1 1 103.7 KiB 547.9 KiB 0.189 CRC64 ../data/validation.examoutlines.jsonl.xz
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+ 1 1 7,419.0 KiB 45.7 MiB 0.158 CRC64 ../data/validation.federal_register.jsonl.xz
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+ 120 120 13.5 MiB 53.9 MiB 0.250 CRC64 ../data/validation.fmshrc.jsonl.xz
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+ 1 1 25.3 MiB 113.2 MiB 0.224 CRC64 ../data/validation.founding_docs.jsonl.xz
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+ 1 1 63.5 KiB 248.8 KiB 0.255 CRC64 ../data/validation.frcp.jsonl.xz
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+ 1 1 58.4 KiB 226.7 KiB 0.257 CRC64 ../data/validation.fre.jsonl.xz
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+ 1 1 117.4 KiB 419.1 KiB 0.280 CRC64 ../data/validation.ftc_advisory_opinions.jsonl.xz
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+ 1 1 10.0 MiB 52.3 MiB 0.191 CRC64 ../data/validation.ijc.jsonl.xz
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+ 1 1 55.8 MiB 257.8 MiB 0.217 CRC64 ../data/validation.nlrb_decisions.jsonl.xz
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+ 1 1 80.0 MiB 603.7 MiB 0.132 CRC64 ../data/validation.oig.jsonl.xz
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+ 1 1 1,826.2 KiB 9,874.6 KiB 0.185 CRC64 ../data/validation.olc_memos.jsonl.xz
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+ 1 1 19.7 MiB 78.7 MiB 0.251 CRC64 ../data/validation.r_legaldvice.jsonl.xz
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+ 191 191 5,142.1 KiB 19.8 MiB 0.253 CRC64 ../data/validation.resource_contracts.jsonl.xz
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+ 1 1 86.4 MiB 422.5 MiB 0.204 CRC64 ../data/validation.scotus_docket_entries.jsonl.xz
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+ 1 1 23.1 MiB 109.0 MiB 0.212 CRC64 ../data/validation.scotus_oral.jsonl.xz
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+ 3,559 3,559 13.0 MiB 37.7 MiB 0.344 CRC64 ../data/validation.sec.jsonl.xz
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+ 1 1 371.8 MiB 2,678.4 MiB 0.139 CRC64 ../data/validation.state_code.jsonl.xz
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+ 1 1 24.8 MiB 177.4 MiB 0.140 CRC64 ../data/validation.taxrulings.jsonl.xz
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+ 1 1 92.7 KiB 381.6 KiB 0.243 CRC64 ../data/validation.tos.jsonl.xz
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+ 1 1 7,705.6 KiB 35.5 MiB 0.212 CRC64 ../data/validation.undebates.jsonl.xz
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+ 1 1 53.8 MiB 356.3 MiB 0.151 CRC64 ../data/validation.us_bills.jsonl.xz
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+ 1 1 15.2 MiB 117.5 MiB 0.129 CRC64 ../data/validation.uscode.jsonl.xz
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+ 1 1 885.5 MiB 11.2 GiB 0.077 CRC64 ../data/validation.uspto_oab.jsonl.xz
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+ -------------------------------------------------------------------------------
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+ 19,526 19,520 41.0 GiB 291.3 GiB 0.141 CRC64 113 files
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+ ```
291
+ </details>
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  ### Data Fields
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  ### Data Splits
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+ There is a train/validation split for each subset of the data. 75%/25%. Note, we do not use the validation set for any downstream tasks nor do we filter out any data from downstream tasks. Please filter as needed before training models or feel free to use a different dataset split.
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  ## Dataset Creation
305
 
 
367
 
368
  All received infringement notices may be posted in full to the Lumen database (previously known as the Chilling Effects Clearinghouse).
369
 
370
+ All takedown requests with the above information should be posted to the Communities tab.
371
 
372
  This removal notice has been modified from the (CourtListener DMCA takedown notice)[https://www.courtlistener.com/terms/].
373
 
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+ size 13625704
pile-of-law.py CHANGED
@@ -165,8 +165,8 @@ _DATA_URL = {
165
  "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.oig.jsonl.xz"]
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  },
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  "olc_memos" : {
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- "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.olcmemos.jsonl.xz"],
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- "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.olcmemos.jsonl.xz"]
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  },
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  "uscode" : {
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  "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.uscode.jsonl.xz"],
@@ -231,6 +231,34 @@ _DATA_URL = {
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  "acus_reports" : {
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  "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.acus_reports.jsonl.xz"],
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  "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.acus_reports.jsonl.xz"]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
234
  }
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  }
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165
  "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.oig.jsonl.xz"]
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  },
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  "olc_memos" : {
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+ "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.olc_memos.jsonl.xz"],
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+ "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.olc_memos.jsonl.xz"]
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  },
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  "uscode" : {
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  "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.uscode.jsonl.xz"],
 
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  "acus_reports" : {
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  "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.acus_reports.jsonl.xz"],
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  "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.acus_reports.jsonl.xz"]
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+ },
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+ "hhs_alj_opinions" : {
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+ "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.hhs_alj.jsonl.xz"],
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+ "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.hhs_alj.jsonl.xz"]
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+ },
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+ "sec_administrative_proceedings" : {
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+ "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.sec.jsonl.xz"],
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+ "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.sec.jsonl.xz"]
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+ },
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+ "fmshrc_bluebooks" : {
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+ "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.fmshrc.jsonl.xz"],
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+ "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.fmshrc.jsonl.xz"]
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+ },
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+ "resource_contracts" : {
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+ "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.resource_contracts.jsonl.xz"],
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+ "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.resource_contracts.jsonl.xz"]
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+ },
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+ "medicaid_policy_guidance" : {
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+ "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.medicaid_policy_guidance.jsonl.xz"],
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+ "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.medicaid_policy_guidance.jsonl.xz"]
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+ },
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+ "irs_legal_advice_memos" : {
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+ "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.irs_legal_advice_memos.jsonl.xz"],
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+ "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.irs_legal_advice_memos.jsonl.xz"]
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+ },
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+ "doj_guidance_documents" : {
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+ "train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.doj_guidance.jsonl.xz"],
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+ "validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.doj_guidance.jsonl.xz"]
262
  }
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  }
264