Papers
Towards a Perspectivist Understanding of Irony through Rhetorical Figures
Pier Felice Balestrucci, Michael Oliverio, Elisa Chierchiello et al.
CINEMETRIC: A Framework for Multi-Perspective Evaluation of Conversational Agents using Human-AI Collaboration
Vahid Sadiri Javadi, Zain Ul Abedin, Lucie Flek
A Disaggregated Dataset on English Offensiveness Containing Spans
Pia Pachinger, Janis Goldzycher, Anna M. Planitzer et al.
Extract-Explain-Abstract: A Rhetorical Role-Driven Domain-Specific Summarisation Framework for Indian Legal Documents
Veer Chheda, Aaditya Ghaisas, Avantika Sankhe et al.
GuRE:Generative Query REwriter for Legal Passage Retrieval
Daehui Kim, Deokhyung Kang, Jonghwi Kim et al.
GReX: A Graph Neural Network-Based Rerank-then-Expand Method for Detecting Conflicts Among Legal Articles in Korean Criminal Law
Seonho An, Young-Yik Rhim, Min-Soo Kim
Risks and Limits of Automatic Consolidation of Statutes
Max Prior, Adrian Hof, Niklas Wais et al.
Linking Transparency and Accountability: Analysing The Connection Between TikTok’s Terms of Service and Moderation Decisions
Leonard Eßer, Gerasimos Spanakis
Are LLMs Court-Ready? Evaluating Frontier Models on Indian Legal Reasoning
Kush Juvekar, Arghya Bhattacharya, Sai Khadloya et al.
CourtNav: Voice-Guided, Anchor-Accurate Navigation of Long Legal Documents in Courtrooms
Sai Khadloya, Kush Juvekar, Arghya Bhattacharya et al.
A Framework to Retrieve Relevant Laws for Will Execution
Md Asiful Islam, Alice Saebom Kwak, Derek Bambauer et al.
LeMAJ (Legal LLM-as-a-Judge): Bridging Legal Reasoning and LLM Evaluation
Joseph Enguehard, Morgane Van Ermengem, Kate Atkinson et al.
Not ready for the bench: LLM legal interpretation is unstable and uncalibrated to human judgments
Abhishek Purushothama, Junghyun Min, Brandon Waldon et al.
Aligning LLMs for Thai Legal Question Answering with Efficient Semantic-Similarity Rewards
Pawitsapak Akarajaradwong, Chompakorn Chaksangchaichot, Pirat Pothavorn et al.
Contemporary LLMs struggle with extracting formal legal arguments
Lena Held, Ivan Habernal
ContractEval: Benchmarking LLMs for Clause-Level Legal Risk Identification in Commercial Contracts
Shuang Liu, Zelong Li, Ruoyun Ma et al.
Efficient Prompt Optimisation for Legal Text Classification with Proxy Prompt Evaluator
Hyunji Lee, Kevin Chenhao Li, Matthias Grabmair et al.
PILOT-Bench: A Benchmark for Legal Reasoning in the Patent Domain with IRAC-Aligned Classification Tasks
Yehoon Jang, Chaewon Lee, Hyun-seok Min et al.
Domain Adapted Text Summarization with Self-Generated Guidelines
Andrianos Michail, Bartosz Rudnikowicz, Pavlos Fragkogiannis et al.
Evaluating the Role of Verifiers in Test-Time Scaling for Legal Reasoning Tasks
Davide Romano, Jonathan Richard Schwarz, Daniele Giofrè
Labor Lex: A New Portuguese Corpus and Pipeline for Information Extraction in Brazilian Legal Texts
Pedro Vitor Quinta de Castro, Nádia Félix Felipe Da Silva
Validate Your Authority: Benchmarking LLMs on Multi-Label Precedent Treatment Classification
M. Mikail Demir, M Abdullah Canbaz
Evaluating LLM-Generated Legal Explanations for Regulatory Compliance in Social Media Influencer Marketing
Haoyang Gui, Thales Bertaglia, Taylor Annabell et al.
NyayGraph: A Knowledge Graph Enhanced Approach for Legal Statute Identification in Indian Law using Large Language Models
Siddharth Shukla, Tanuj Tyagi, Abhay Singh Bisht et al.