Generation

Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems NAACL 2025 Unpacking Let Alone: Human-Scale Models Generalize to a Rare Construction in Form but not Meaning EMNLP 2025 Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification EMNLP 2025 Unstructured Evidence Attribution for Long Context Query Focused Summarization EMNLP 2025 Unstructured Minds, Predictable Machines: A Comparative Study of Narrative Cohesion in Human and LLM Stream-of-Consciousness Writing ACL 2025 Unsupervised Morphological Tree Tokenizer ACL 2025 Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support IJCAI 2025 Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025 UoL-UPF at TSAR 2025 Shared Task A Generate-and-Select Approach for Readability-Controlled Text Simplification EMNLP 2025 UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation EMNLP 2025 URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models EMNLP 2025 User Feedback in Human-LLM Dialogues: A Lens to Understand Users But Noisy as a Learning Signal EMNLP 2025 User Willingness-aware Sales Talk Dataset COLING 2025 Using LLMs to Advance Idiom Corpus Construction NAACL 2025 Using tournaments to calculate AUROC for zero-shot classification with LLMs EMNLP 2025 UTSamuel at ArchEHR-QA 2025: A Clinical Question Answering System for Responding to Patient Portal Messages Using Generative AI ACL 2025 V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning AAAI 2025 Varying Shades of Wrong: Aligning LLMs with Wrong Answers Only ICLR 2025 VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text ICLR 2025 VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents CVPR 2025 VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions EMNLP 2025 VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025 VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts EMNLP 2025 VeriFastScore: Speeding up long-form factuality evaluation EMNLP 2025 Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data NAACL 2025