Generation

Verifiable Format Control for Large Language Model Generations NAACL 2025 Verify with Caution: The Pitfalls of Relying on Imperfect Factuality Metrics ACL 2025 VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation ACL 2025 VideoChain: A Transformer-Based Framework for Multi-hop Video Question Generation IJCNLP 2025 VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025 Video Summarization with Large Language Models CVPR 2025 ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025 VinaBench: Benchmark for Faithful and Consistent Visual Narratives CVPR 2025 VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025 VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation EMNLP 2025 Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models ICML 2025 Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models ICLR 2025 VoxDialogue: Can Spoken Dialogue Systems Understand Information Beyond Words? ICLR 2025 VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models COLING 2025 VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models NAACL 2025 V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat EMNLP 2025 Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation ACL 2025 Waste Not, Want Not; Recycled Gumbel Noise Improves Consistency in Natural Language Generation NAACL 2025 Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models AAAI 2025 WaterPool: A Language Model Watermark Mitigating Trade-Offs among Imperceptibility, Efficacy and Robustness NAACL 2025 WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models ACL 2025 We Argue to Agree: Towards Personality-Driven Argumentation-Based Negotiation Dialogue Systems for Tourism EMNLP 2025 Web-Based Corpus Compilation of the Emirati Arabic Dialect COLING 2025 WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025 Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference NAACL 2025