Large Language Models

Maximizing the Effectiveness of Larger BERT Models for Compression ACL 2025 MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models EMNLP 2025 M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models EMNLP 2025 McEval: Massively Multilingual Code Evaluation ICLR 2025 McGill-NLP at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency ACL 2025 MCP2OSC: Parametric Control by Natural Language NeurIPS 2025 MCQFormatBench: Robustness Tests for Multiple-Choice Questions ACL 2025 MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies ACL 2025 MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search EMNLP 2025 MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ACL 2025 Measuring Diversity in Synthetic Datasets ICML 2025 Measuring Lexical Diversity of Synthetic Data Generated through Fine-Grained Persona Prompting EMNLP 2025 Measuring memorization in RLHF for code completion ICLR 2025 Measuring Non-Adversarial Reproduction of Training Data in Large Language Models ICLR 2025 Measuring Social Biases in Masked Language Models by Proxy of Prediction Quality ACL 2025 Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks EMNLP 2025 Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization ACL 2025 Measuring What Matters: Evaluating Ensemble LLMs with Label Refinement in Inductive Coding ACL 2025 MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering EMNLP 2025 Mechanism and Emergence of Stacked Attention Heads in Multi-Layer Transformers ICLR 2025 Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization ICML 2025 MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025 MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes ACL 2025 Medical Spoken Named Entity Recognition NAACL 2025