Top Conference Papers

REL-A.I.: An Interaction-Centered Approach To Measuring Human-LM Reliance

PeerQA: A Scientific Question Answering Dataset from Peer Reviews

NLI under the Microscope: What Atomic Hypothesis Decomposition Reveals

Multi³Hate: Multimodal, Multilingual, and Multicultural Hate Speech Detection with Vision–Language Models

Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models

Is your benchmark truly adversarial? ADVSCORE: Evaluating Human-Grounded Adversarialness

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models

How Good Are LLMs for Literary Translation, Really? Literary Translation Evaluation with Humans and LLMs

DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students' Hand-Drawn Math Images

A Logical Fallacy-Informed Framework for Argument Generation

The BIGGEN BENCH: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models