Generation

Uncertainty in Semantic Language Modeling with PIXELS EMNLP 2025 UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation EMNLP 2025 UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection SemEval 2025 Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025 Understanding Chain-of-Thought in LLMs through Information Theory ICML 2025 Understanding GenAI for Teaching and Learning in Secondary Classrooms AAAI 2025 Understanding Long Videos with Multimodal Language Models ICLR 2025 Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025 Understanding the Role of Mental Models in User Interaction with an Adaptive Dialog Agent NAACL 2025 Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism ICML 2025 Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization NAACL 2025 Uniandes at TSAR 2025 Shared Task Multi-Agent CEFR Text Simplification with Automated Quality Assessment and Iterative Refinement EMNLP 2025 UniCoM: A Universal Code-Switching Speech Generator EMNLP 2025 UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations ACL 2025 UnifiedGEC: Integrating Grammatical Error Correction Approaches for Multi-languages with a Unified Framework COLING 2025 Uniform Information Density and Syntactic Reduction: Revisiting *that*-Mentioning in English Complement Clauses EMNLP 2025 Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes ACL 2025 Unifying Large Language Models and Knowledge Graphs for efficient Regulatory Information Retrieval and Answer Generation COLING 2025 UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation ACL 2025 UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025 UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025 Universal Post-Processing Networks for Joint Optimization of Modules in Task-Oriented Dialogue Systems AAAI 2025 Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland EMNLP 2025 Unlocking Recursive Thinking of LLMs: Alignment via Refinement ACL 2025 Unlocking Speech Instruction Data Potential with Query Rewriting ACL 2025