Text Generation

Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models ICLR 2025 VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models NAACL 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 WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025 What did you say? Generating Child-Directed Speech Questions to Train LLMs EMNLP 2025 “What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025 What Makes for Good Image Captions? EMNLP 2025 What Matters in Evaluating Book-Length Stories? A Systematic Study of Long Story Evaluation ACL 2025 What Would You Ask When You First Saw a2+b2=c2? Evaluating LLM on Curiosity-Driven Question Generation IJCNLP 2025 Whose story is it? Personalizing story generation by inferring author styles IJCNLP 2025 WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation ICCV 2025 WIKIGENBENCH:Exploring Full-length Wikipedia Generation under Real-World Scenario COLING 2025 With Privacy, Size Matters: On the Importance of Dataset Size in Differentially Private Text Rewriting IJCNLP 2025 “Women do not have heart attacks!” Gender Biases in Automatically Generated Clinical Cases in French NAACL 2025 Word Clouds as Common Voices: LLM-Assisted Visualization of Participant-Weighted Themes in Qualitative Interviews EMNLP 2025 Writing Like the Best: Exemplar-Based Expository Text Generation ACL 2025 XL-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation EMNLP 2025 Yo'Chameleon: Personalized Vision and Language Generation CVPR 2025 You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL NAACL 2025 Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors EMNLP 2025 ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization EMNLP 2025 Zero-Shot Image Captioning with Multi-type Entity Representations AAAI 2025