A Dataset for Statutory Reasoning in Tax Law Entailment and Question
Answering

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A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering

11 May 2020

Nils Holzenberger

Andrew Blair-Stanek

Benjamin Van Durme

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Papers citing "A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering"

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Title
LEXam: Benchmarking Legal Reasoning on 340 Law Exams Yu Fan Jingwei Ni Jakob Merane Etienne Salimbeni Yang Tian ... Mrinmaya Sachan Alexander Stremitzer Christoph Engel Elliott Ash Joel Niklaus AILaw ELM 130 0 0 19 May 2025
A Reasoning-Focused Legal Retrieval Benchmark Lucia Zheng Neel Guha Javokhir Arifov Sarah Zhang Michal Skreta Christopher D. Manning Peter Henderson Daniel E. Ho AILaw RALM ELM 203 5 0 06 May 2025
LegalViz: Legal Text Visualization by Text To Diagram Generation Eri Onami Taiki Miyanishi Koki Maeda Shuhei Kurita AILaw 119 1 0 10 Feb 2025
A Survey of Useful LLM Evaluation Ji-Lun Peng Sijia Cheng Egil Diau Yung-Yu Shih Po-Heng Chen Yen-Ting Lin Yun-Nung Chen LLMAG ELM 88 16 0 03 Jun 2024
BLT: Can Large Language Models Handle Basic Legal Text? Andrew Blair-Stanek Nils Holzenberger Benjamin Van Durme AILaw ELM 109 9 0 16 Nov 2023
Can GPT-3 Perform Statutory Reasoning? Andrew Blair-Stanek Nils Holzenberger Benjamin Van Durme ELM LRM 116 100 0 13 Feb 2023
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases Santosh T.Y.S.S O. Ichim Matthias Grabmair AILaw 138 17 0 01 Feb 2023
Legal Prompt Engineering for Multilingual Legal Judgement Prediction Dietrich Trautmann Alina Petrova Frank Schilder ELM AILaw 102 80 0 05 Dec 2022
The Legal Argument Reasoning Task in Civil Procedure Leonard Bongard Lena Held Ivan Habernal AILaw ELM 77 19 0 05 Nov 2022
Validity Assessment of Legal Will Statements as Natural Language Inference A. Kwak Jacob O. Israelsen Clayton T. Morrison Derek E. Bambauer Mihai Surdeanu AILaw 43 3 0 30 Oct 2022
Creation and Analysis of an International Corpus of Privacy Laws Sonu Gupta Ellen Poplavska Nora O'Toole Siddhant Arora Thomas B. Norton Norman M. Sadeh Shomir Wilson PILM AILaw 74 8 0 28 Jun 2022
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers Payam Karisani 67 5 0 28 Jan 2022
A Survey on Legal Question Answering Systems J. Martinez-Gil AILaw ELM 92 29 0 12 Oct 2021
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts Yuta Koreeda Christopher D. Manning AILaw 151 106 0 05 Oct 2021
Semi-Supervised Text Classification via Self-Pretraining Payam Karisani Negin Karisani SSL VLM 67 22 0 30 Sep 2021
Factoring Statutory Reasoning as Language Understanding Challenges Nils Holzenberger Benjamin Van Durme ELM AILaw LRM 65 24 0 17 May 2021
Evaluating Document Representations for Content-based Legal Literature Recommendations Malte Ostendorff Elliott Ash Terry Ruas Bela Gipp J. Moreno-Schneider Georg Rehm AILaw 57 23 0 28 Apr 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 325 33 0 18 Apr 2021
CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review Dan Hendrycks Collin Burns Anya Chen Spencer Ball ELM AILaw 90 195 0 10 Mar 2021