Elliott Ash

65 papers A* 8C 4Journal 34Unranked 19
YearRankTypeTitle / Venue / Authors
2026 — conf
Can Reasoning Help Large Language Models Capture Human Annotator Disagreement?
EACL (Volume 1: Long Papers)
Jingwei Ni, Yu Fan, Vilém Zouhar, Donya Rooein, Alexander Miserlis Hoyle, Mrinmaya Sachan, Markus Leippold, Dirk Hovy, Elliott Ash
2026 J jnl
pdfQA: Diverse, Challenging, and Realistic Question Answering over PDFs.
CoRR
Tobias Schimanski, Imene Kolli, Yu Fan, Saeid Ario Vaghefi, Jingwei Ni, Elliott Ash, Markus Leippold
2025 J jnl
A large language model-based approach to quantifying the effects of social determinants in liver transplant decisions.
npj Digit. Medicine
Emily Robitschek, Asal Bastani, Kathryn Horwath, Savyon Sordean, Mark J. Pletcher, Jennifer C. Lai, Sergio Galletta, Elliott Ash, Jin Ge, Irene Y. Chen
2025 J jnl
Can Large Language Models Capture Human Annotator Disagreements?
CoRR
Jingwei Ni, Yu Fan, Vilém Zouhar, Donya Rooein, Alexander Miserlis Hoyle, Mrinmaya Sachan, Markus Leippold, Dirk Hovy, Elliott Ash
2025 — conf
Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification.
EMNLP (System Demonstrations)
Chenfei Xiong, Jingwei Ni, Yu Fan, Vilém Zouhar, Donya Rooein, Lorena Calvo-Bartolomé, Alexander Miserlis Hoyle, Zhijing Jin, Mrinmaya Sachan, Markus Leippold, Dirk Hovy, Mennatallah El-Assady, Elliott Ash
2025 J jnl
Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification.
CoRR
Chenfei Xiong, Jingwei Ni, Yu Fan, Vilém Zouhar, Donya Rooein, Lorena Calvo-Bartolomé, Alexander Miserlis Hoyle, Zhijing Jin, Mrinmaya Sachan, Markus Leippold, Dirk Hovy, Mennatallah El-Assady, Elliott Ash
2025 — conf
DIRAS: Efficient LLM Annotation of Document Relevance for Retrieval Augmented Generation.
NAACL (Long Papers)
Jingwei Ni, Tobias Schimanski, Meihong Lin, Mrinmaya Sachan, Elliott Ash, Markus Leippold
2025 J jnl
DialogueForge: LLM Simulation of Human-Chatbot Dialogue.
CoRR
Ruizhe Zhu, Hao Zhu, Yaxuan Li, Syang Zhou, Shijing Cai, Malgorzata Lazuka, Elliott Ash
2025 J jnl
LEXam: Benchmarking Legal Reasoning on 340 Law Exams.
CoRR
Yu Fan, Jingwei Ni, Jakob Merane, Etienne Salimbeni, Yang Tian, Yoan Hermstrüwer, Yinya Huang, Mubashara Akhtar, Florian Geering, Oliver Dreyer, Daniel Brunner, Markus Leippold, Mrinmaya Sachan, Alexander Stremitzer, Christoph Engel, Elliott Ash, Joel Niklaus
2025 J jnl
Measuring Scalar Constructs in Social Science with LLMs.
CoRR
Hauke Licht, Rupak Sarkar, Patrick Y. Wu, Pranav Goel, Niklas Stoehr, Elliott Ash, Alexander Miserlis Hoyle
2025 A* conf
Measuring scalar constructs in social science with LLMs.
EMNLP
Hauke Licht, Rupak Sarkar, Patrick Y. Wu, Pranav Goel, Niklas Stoehr, Elliott Ash, Alexander Miserlis Hoyle
2025 J jnl
Navigating the Helpfulness-Truthfulness Trade-Off with Uncertainty-Aware Instruction Fine-Tuning.
CoRR
Tianyi Wu, Jingwei Ni, Bryan Hooi, Jiaheng Zhang, Elliott Ash, See-Kiong Ng, Mrinmaya Sachan, Markus Leippold
2025 J jnl
Reasoning with Confidence: Efficient Verification of LLM Reasoning Steps via Uncertainty Heads.
CoRR
Jingwei Ni, Ekaterina Fadeeva, Tianyi Wu, Mubashara Akhtar, Jiaheng Zhang, Elliott Ash, Markus Leippold, Timothy Baldwin, See-Kiong Ng, Artem Shelmanov, Mrinmaya Sachan
2025 A* conf
The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure.
EMNLP
Yu Fan, Yang Tian, Shauli Ravfogel, Mrinmaya Sachan, Elliott Ash, Alexander Miserlis Hoyle
2025 J jnl
The Medium Is Not the Message: Deconfounding Text Embeddings via Linear Concept Erasure.
CoRR
Yu Fan, Yang Tian, Shauli Ravfogel, Mrinmaya Sachan, Elliott Ash, Alexander Miserlis Hoyle
2025 A* conf
Variational Best-of-N Alignment.
ICLR
Afra Amini, Tim Vieira, Elliott Ash, Ryan Cotterell
2025 C conf
explainy: A Toolkit for Legal-XAI.
ICAIL
Aniket Kesari, Stefan Bechtold, Elliott Ash, Mauro Luzzatto
2024 J jnl
A large language model-based approach to quantifying the effects of social determinants in liver transplant decisions.
CoRR
Emily Robitschek, Asal Bastani, Kathryn Horwath, Savyon Sordean, Mark J. Pletcher, Jennifer C. Lai, Sergio Galletta, Elliott Ash, Jin Ge, Irene Y. Chen
2024 — conf
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators.
ACL (1)
Jingwei Ni, Minjing Shi, Dominik Stammbach, Mrinmaya Sachan, Elliott Ash, Markus Leippold
2024 J jnl
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators.
CoRR
Jingwei Ni, Minjing Shi, Dominik Stammbach, Mrinmaya Sachan, Elliott Ash, Markus Leippold
2024 A* conf
Aligning Large Language Models with Diverse Political Viewpoints.
EMNLP
Dominik Stammbach, Philine Widmer, Eunjung Cho, Caglar Gulcehre, Elliott Ash
2024 J jnl
Aligning Large Language Models with Diverse Political Viewpoints.
CoRR
Dominik Stammbach, Philine Widmer, Eunjung Cho, Caglar Gulcehre, Elliott Ash
2024 J jnl
DIRAS: Efficient LLM-Assisted Annotation of Document Relevance in Retrieval Augmented Generation.
CoRR
Jingwei Ni, Tobias Schimanski, Meihong Lin, Mrinmaya Sachan, Elliott Ash, Markus Leippold
2024 J jnl
Detecting the influence of the Chinese guiding cases: a text reuse approach.
Artif. Intell. Law
Benjamin M. Chen, Zhiyu Li, David Cai, Elliott Ash
2024 — conf
LePaRD: A Large-Scale Dataset of Judicial Citations to Precedent.
ACL (1)
Robert Mahari, Dominik Stammbach, Elliott Ash, Alex Pentland
2024 A* conf
The Empirical Variability of Narrative Perceptions of Social Media Texts.
EMNLP
Joel Mire, Maria Antoniak, Elliott Ash, Andrew Piper, Maarten Sap
2024 — conf
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering.
ACL (1)
Tobias Schimanski, Jingwei Ni, Mathias Kraus, Elliott Ash, Markus Leippold
2024 J jnl
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering.
CoRR
Tobias Schimanski, Jingwei Ni, Mathias Kraus, Elliott Ash, Markus Leippold
2024 — conf
Translating Legalese: Enhancing Public Understanding of Court Opinions with Legal Summarizers.
CSLAW
Elliott Ash, Aniket Kesari, Suresh Naidu, Lena Song, Dominik Stammbach
2024 — conf
Where Do People Tell Stories Online? Story Detection Across Online Communities.
ACL (1)
Maria Antoniak, Joel Mire, Maarten Sap, Elliott Ash, Andrew Piper
2024 — conf
Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing Human Feedback.
ACL (1)
Maria Lerner, Florian E. Dorner, Elliott Ash, Naman Goel
2024 J jnl
Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing Human Feedback.
CoRR
Emilia Agis Lerner, Florian E. Dorner, Elliott Ash, Naman Goel
2023 J jnl
Enhancing Public Understanding of Court Opinions with Automated Summarizers.
CoRR
Elliott Ash, Aniket Kesari, Suresh Naidu, Lena Song, Dominik Stammbach
2023 A* conf
Human-Guided Fair Classification for Natural Language Processing.
ICLR
Florian E. Dorner, Momchil Peychev, Nikola Konstantinov, Naman Goel, Elliott Ash, Martin T. Vechev
2023 J jnl
LePaRD: A Large-Scale Dataset of Judges Citing Precedents.
CoRR
Robert Mahari, Dominik Stammbach, Elliott Ash, Alex 'Sandy' Pentland
2023 — conf
Legal Extractive Summarization of U.S. Court Opinions.
LIRAI@HT
Emmanuel Bauer, Dominik Stammbach, Nianlong Gu, Elliott Ash
2023 J jnl
Legal Extractive Summarization of U.S. Court Opinions.
CoRR
Emmanuel Bauer, Dominik Stammbach, Nianlong Gu, Elliott Ash
2023 J jnl
Re-visiting Automated Topic Model Evaluation with Large Language Models.
CoRR
Dominik Stammbach, Vilém Zouhar, Alexander Miserlis Hoyle, Mrinmaya Sachan, Elliott Ash
2023 A* conf
Revisiting Automated Topic Model Evaluation with Large Language Models.
EMNLP
Dominik Stammbach, Vilém Zouhar, Alexander Miserlis Hoyle, Mrinmaya Sachan, Elliott Ash
2023 J jnl
The Choice of Textual Knowledge Base in Automated Claim Checking.
ACM J. Data Inf. Qual.
Dominik Stammbach, Boya Zhang, Elliott Ash
2023 — conf
The Law and NLP: Bridging Disciplinary Disconnects.
EMNLP (Findings)
Robert Mahari, Dominik Stammbach, Elliott Ash, Alex Pentland
2023 J jnl
The Law and NLP: Bridging Disciplinary Disconnects.
CoRR
Robert Mahari, Dominik Stammbach, Elliott Ash, Alex 'Sandy' Pentland
2023 — conf
Uncovering and Categorizing Social Biases in Text-to-SQL.
ACL (1)
Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou
2023 J jnl
Uncovering and Categorizing Social Biases in Text-to-SQL.
CoRR
Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou
2023 A* conf
WCLD: Curated Large Dataset of Criminal Cases from Wisconsin Circuit Courts.
NeurIPS
Elliott Ash, Naman Goel, Nianyun Li, Claudia Marangon, Peiyao Sun
2023 J jnl
WCLD: Curated Large Dataset of Criminal Cases from Wisconsin Circuit Courts.
CoRR
Elliott Ash, Naman Goel, Nianyun Li, Claudia Marangon, Peiyao Sun
2023 J jnl
Where Do People Tell Stories Online? Story Detection Across Online Communities.
CoRR
Maria Antoniak, Joel Mire, Maarten Sap, Elliott Ash, Andrew Piper
2022 C conf
Data-Centric Factors in Algorithmic Fairness.
AIES
Nianyun Li, Naman Goel, Elliott Ash
2022 — conf
DocSCAN: Unsupervised Text Classification via Learning from Neighbors.
KONVENS
Dominik Stammbach, Elliott Ash
2022 J jnl
Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data.
CoRR
Dominik Stammbach, Maria Antoniak, Elliott Ash
2022 J jnl
Human-Guided Fair Classification for Natural Language Processing.
CoRR
Florian E. Dorner, Momchil Peychev, Nikola Konstantinov, Naman Goel, Elliott Ash, Martin T. Vechev
2022 J jnl
Media Slant is Contagious.
CoRR
Philine Widmer, Sergio Galletta, Elliott Ash
2022 — conf
MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes.
ACL (1)
Nianlong Gu, Elliott Ash, Richard H. R. Hahnloser
2021 J jnl
DocSCAN: Unsupervised Text Classification via Learning from Neighbors.
CoRR
Dominik Stammbach, Elliott Ash
2021 J jnl
Evaluating Document Representations for Content-based Legal Literature Recommendations.
CoRR
Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julián Moreno Schneider, Georg Rehm
2021 C conf
Evaluating document representations for content-based legal literature recommendations.
ICAIL
Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julián Moreno Schneider, Georg Rehm
2021 C conf
In-group bias in the Indian judiciary: Evidence from 5.5 million criminal cases.
COMPASS
Aditi Bhowmick, Paul Novosad, Samuel Asher, Elliott Ash, Bilal Siddiqi, Christoph Goessman, Daniel Chen, Tanaya Devi
2021 — conf
Machine Extraction of Tax Laws from Legislative Texts.
NLLP@EMNLP
Elliott Ash, Malka Guillot, Luyang Han
2021 J jnl
MemSum: Extractive Summarization of Long Documents using Multi-step Episodic Markov Decision Processes.
CoRR
Nianlong Gu, Elliott Ash, Richard H. R. Hahnloser
2021 J jnl
The Choice of Knowledge Base in Automated Claim Checking.
CoRR
Dominik Stammbach, Boya Zhang, Elliott Ash
2020 J jnl
A research-based ranking of public policy schools.
Scientometrics
Elliott Ash, Miguel Urquiola
2020 — conf
Entropy in Legal Language.
NLLP@KDD
Roland Friedrich, Mauro Luzzatto, Elliott Ash
2020 — conf
Legal Language Modeling with Transformers.
ASAIL@JURIX
Lazar Peric, Stefan Mijic, Dominik Stammbach, Elliott Ash
2020 — conf
Unsupervised Extraction of Workplace Rights and Duties from Collective Bargaining Agreements.
ICDM (Workshops)
Elliott Ash, Jeff Jacobs, W. Bentley MacLeod, Suresh Naidu, Dominik Stammbach
2020 — conf
e-FEVER: Explanations and Summaries forAutomated Fact Checking.
TTO
Dominik Stammbach, Elliott Ash