Large Language Models

Measuring Gender Bias in Language Models in Farsi ACL 2025 Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models AAAI 2025 Measuring In-Context Computation Complexity via Hidden State Prediction ICML 2025 Measuring scalar constructs in social science with LLMs EMNLP 2025 Measuring Sycophancy of Language Models in Multi-turn Dialogues EMNLP 2025 Measuring temporal effects of agent knowledge by date-controlled tool use ACL 2025 Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks EMNLP 2025 Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks ACL 2025 MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering EMNLP 2025 Mechanisms vs. Outcomes: Probing for Syntax Fails to Explain Performance on Targeted Syntactic Evaluations EMNLP 2025 Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models EMNLP 2025 MedArabiQ: Benchmarking Large Language Models on Arabic Medical Tasks MLHC 2025 MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters NAACL 2025 MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025 Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025 MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs ACL 2025 MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents ICML 2025 Membership and Memorization in LLM Knowledge Distillation EMNLP 2025 MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models EMNLP 2025 MemInsight: Autonomous Memory Augmentation for LLM Agents EMNLP 2025 Memorization: A Close Look at Books ACL 2025 Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025 Memorization is Language-Sensitive: Analyzing Memorization and Inference Risks of LLMs in a Multilingual Setting ACL 2025 Memorization or Reasoning? Exploring the Idiom Understanding of LLMs EMNLP 2025 Memorization Sinks: Isolating Memorization during LLM Training ICML 2025