Paper-Conference

Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis and Interpretation

To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient LLM-based Code Editing

Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers

PEGRL: Improving Machine Translation by Post-Editing Guided Reinforcement Learning

How Do Answer Tokens Read Reasoning Traces? Self-Reading Patterns in Thinking LLMs for Quantitative Reasoning

Focusing Condition: Inference-Time Self-Contrastive Steering Elicits Better Conditional Text Embeddings in LLMs

Bootstrapping Code Translation with Weighted Multilanguage Exploration

AEA: Adaptive Expert Allocation Improves Sentence Embeddings from Mixture-of-Experts LLM

A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAM$Δ$ Integration into Upcycled MoE

Will Multimodal Models Be Dazzled by Multi-Image Visual Puzzles?