Large Language Models

Weighted Multi-Prompt Learning with Description-free Large Language Model Distillation ICLR 2025 Weights-Rotated Preference Optimization for Large Language Models EMNLP 2025 Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding ACL 2025 “Well, Keep Thinking”: Enhancing LLM Reasoning with Adaptive Injection Decoding ACL 2025 WenyanGPT: A Large Language Model for Classical Chinese Tasks IJCAI 2025 We Politely Insist: Your LLM Must Learn the Persian Art of Taarof EMNLP 2025 WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025 We’re Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text NAACL 2025 What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ACL 2025 What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization IJCNLP 2025 What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning ICCV 2025 What Goes Into a LM Acceptability Judgment? Rethinking the Impact of Frequency and Length NAACL 2025 What If LLMs Can Smell: A Prototype IJCAI 2025 What is the Best Sequence Length for BabyLM? EMNLP 2025 What is Wrong with Perplexity for Long-context Language Modeling? ICLR 2025 What Language Do Non-English-Centric Large Language Models Think in? ACL 2025 What Limits Bidirectional Model’s Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning ICML 2025 What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning COLING 2025 What Matters in Evaluating Book-Length Stories? A Systematic Study of Long Story Evaluation ACL 2025 What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs ACL 2025 What's New in My Data? Novelty Exploration via Contrastive Generation ICLR 2025 What’s Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in LLMs EMNLP 2025 What’s Wrong? Refining Meeting Summaries with LLM Feedback COLING 2025 What We Talk About When We Talk About LMs: Implicit Paradigm Shifts and the Ship of Language Models NAACL 2025 What Would You Ask When You First Saw a2+b2=c2? Evaluating LLM on Curiosity-Driven Question Generation IJCNLP 2025