Generation

Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited ACL 2025 WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation ICCV 2025 WIKIGENBENCH:Exploring Full-length Wikipedia Generation under Real-World Scenario COLING 2025 WildChat-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training ICML 2025 WisPerMed @ PerAnsSumm 2025: Strong Reasoning Through Structured Prompting and Careful Answer Selection Enhances Perspective Extraction and Summarization of Healthcare Forum Threads NAACL 2025 With Privacy, Size Matters: On the Importance of Dataset Size in Differentially Private Text Rewriting IJCNLP 2025 WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct ICLR 2025 Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching ACL 2025 “Women do not have heart attacks!” Gender Biases in Automatically Generated Clinical Cases in French NAACL 2025 Word2Passage: Word-level Importance Re-weighting for Query Expansion ACL 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 XRAG: Cross-lingual Retrieval-Augmented Generation EMNLP 2025 X-TURING: Towards an Enhanced and Efficient Turing Test for Long-Term Dialogue Agents ACL 2025 Yankari: Monolingual Yoruba Dataset ACL 2025 Yeah, Un, Oh: Continuous and Real-time Backchannel Prediction with Fine-tuning of Voice Activity Projection NAACL 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 Graph Reasoning via Retrieval Augmented Framework with LLMs EMNLP 2025 Zero-Shot Image Captioning with Multi-type Entity Representations AAAI 2025 Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search EMNLP 2025 Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems COLING 2025