Papers
The Hidden Bias: A Study on Explicit and Implicit Political Stereotypes in Large Language Models
Konrad Löhr, Shuzhou Yuan, Michael Färber
Uncertainty Quantification for Evaluating Gender Bias in Machine Translation
Ieva Staliunaite, Julius Cheng, Andreas Vlachos
FOL-Traces: Verified First-Order Logic Reasoning Traces at Scale
Isabelle Lee, Sarah Liaw, Dani Yogatama
Investigating Gender Stereotypes in Large Language Models via Social Determinants of Health
Trung Hieu Ngo, Adrien Bazoge, Solen Quiniou et al.
Foundations of LLM Knowledge Materialization: Termination, Reproducibility, Robustness
Luca Giordano, Simon Razniewski
SEAM: Bridging the Temporal-Semantic Granularity Gap for LLM-based Speech Recognition
Junseok Oh, Ji-Hwan Kim
MemeWeaver: Inter-Meme Graph Reasoning for Sexism and Misogyny Detection
Paolo Italiani, David Gimeno-Gómez, Luca Ragazzi et al.
Which Works Best for Vietnamese? A Practical Study of Information Retrieval Methods across Domains
Long S. T. Nguyen, Tho T. Quan
MEDAL: A Framework for Benchmarking LLMs as Multilingual Open-Domain Dialogue Evaluators
John Mendonça, Alon Lavie, Isabel Trancoso
Adversarial Decoding: Generating Readable Documents for Adversarial Objectives
Collin Zhang, Tingwei Zhang, Vitaly Shmatikov
Do Large Language Models Reflect Demographic Pluralism in Safety?
Usman Naseem, Gautam Siddharth Kashyap, Sushant Kumar Ray et al.
Modeling Turn-Taking with Semantically Informed Gestures
Varsha Suresh, M. Hamza Mughal, Christian Theobalt et al.
RECAP: REwriting Conversations for Intent Understanding in Agentic Planning
Kushan Mitra, Dan Zhang, Hannah Kim et al.
Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models
Ruiran Su, Markus Leippold, Janet B. Pierrehumbert
Detection of Adversarial Prompts with Model Predictive Entropy
Franziska Rubenbauer, Sebastian Steindl, Patrick Levi et al.
Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes
Gautam Siddharth Kashyap, Harsh Joshi, Niharika Jain et al.
Persona Switch: Mixing Distinct Perspectives in Decoding Time
Junseok Kim, Nakyeong Yang, Kyomin Jung
Nuanced Toxicity Detection in Spanish: A New Corpus and Benchmark Study
Alba María Mármol-Romero, Robiert Sepúlveda-Torres, Estela Saquete et al.
Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning
Sara Rajaee, Rochelle Choenni, Ekaterina Shutova et al.
The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning
Mingkai Tian, Guorong Li, Yuankai Qi et al.
Detecting Winning Arguments with Large Language Models and Persuasion Strategies
Tiziano Labruna, Arkadiusz Modzelewski, Giorgio Satta et al.
Feature Drift: How Fine-Tuning Repurposes Representations in LLMs
Andrey V. Galichin, Anton Korznikov, Alexey Dontsov et al.
From Semantics to Style: A Cross-Dataset Comparative Framework for Sentence Similarity Predictions
Yusuke Yamauchi, Akiko Aizawa
WebNovelBench: Placing LLM Novelists on the Web Novel Distribution
Liangtao Lin, Jun Zheng, Haidong Wang