Papers
DeMeVa at LeWiDi-2025: Modeling Perspectives with In-Context Learning and Label Distribution Learning
Daniil Ignatev, Nan Li, Hugh Mee Wong et al.
BoN Appetit Team at LeWiDi-2025: Best-of-N Test-time Scaling Can Not Stomach Annotation Disagreements (Yet)
Tomas Ruiz, Siyao Peng, Barbara Plank et al.
Non-directive corpus annotation to reveal individual perspectives with underspecified guidelines: the case of mental workload
Iuliia Arsenteva, Caroline Dubois, Philippe Le Goff et al.
Calibration as a Proxy for Fairness and Efficiency in a Perspectivist Ensemble Approach to Irony Detection
Samuel B. Jesus, Guilherme Dal Bianco, Wanderlei Junior et al.
SAGE: Steering Dialog Generation with Future-Aware State-Action Augmentation
Yizhe Zhang, Navdeep Jaitly
Hypernetworks for Perspectivist Adaptation
Daniil Ignatev, Denis Paperno, Massimo Poesio
Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication
Stephanie Eckman, Bolei Ma, Christoph Kern et al.
Weak Ensemble Learning from Multiple Annotators for Subjective Text Classification
Ziyi Huang, N. R. Abeynayake, Xia Cui
Revisiting Active Learning under (Human) Label Variation
Cornelia Gruber, Helen Alber, Bernd Bischl et al.
Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement
Gavin Abercrombie, Tanvi Dinkar, Amanda Cercas Curry et al.
Balancing Quality and Variation: Spam Filtering Distorts Data Label Distributions
Eve Fleisig, Matthias Orlikowski, Philipp Cimiano et al.
From Disagreement to Understanding: The Case for Ambiguity Detection in NLI
Chathuri Jayaweera, Bonnie J. Dorr
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.