Large Language Models

VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare ACL 2025 VIVA+: Human-Centered Situational Decision-Making EMNLP 2025 VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025 VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning ICLR 2025 VLMaterial: Procedural Material Generation with Large Vision-Language Models ICLR 2025 VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models CVPR 2025 VMLU Benchmarks: A comprehensive benchmark toolkit for Vietnamese LLMs ACL 2025 VocalNet: Speech LLMs with Multi-Token Prediction for Faster and High-Quality Generation EMNLP 2025 VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning NAACL 2025 V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ACL 2025 VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models ACL 2025 VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models COLING 2025 VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025 WAFFLE: Fine-tuning Multi-Modal Model for Automated Front-End Development ACL 2025 War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models ACL 2025 WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models ACL 2025 WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data ACL 2025 Watermarking Large Language Models: An Unbiased and Low-risk Method ACL 2025 Watermark Smoothing Attacks against Language Models EMNLP 2025 WC Team at SemEval-2025 Task 6: PromiseEval: Multinational, Multilingual, Multi-Industry Promise Verification leveraging monolingual and multilingual BERT models SemEval 2025 Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models CVPR 2025 Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model ICLR 2025 Web-Based Corpus Compilation of the Emirati Arabic Dialect COLING 2025 WebUIBench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in WebUI-to-Code ACL 2025 WebWalker: Benchmarking LLMs in Web Traversal ACL 2025