Generation

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ACL 2025 Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies COLING 2025 Rethinking the Role of Text Complexity in Language Model Pretraining EMNLP 2025 ReTracing: An Archaeological Approach Through Body, Machine, and Generative Systems NeurIPS 2025 Retrieval Augmented Generation based context discovery for ASR EMNLP 2025 Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025 Retrieval-Augmented Generation with Estimation of Source Reliability EMNLP 2025 Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning ACL 2025 Retrieval Augmented Recipe Generation WACV 2025 Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models ACL 2025 Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis CVPR 2025 Retriv at BLP-2025 Task 2: Test-Driven Feedback-Guided Framework for Bangla-to-Python Code Generation AACL 2025 Retrofitting Large Language Models with Dynamic Tokenization ACL 2025 RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025 Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges ACL 2025 Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks ICML 2025 Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can’t Answer? NAACL 2025 REVerSum: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal Narratives COLING 2025 RevieWeaver: Weaving Together Review Insights by Leveraging LLMs and Semantic Similarity NAACL 2025 ReviewEval: An Evaluation Framework for AI-Generated Reviews EMNLP 2025 Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language Models ACL 2025 RevisEval: Improving LLM-as-a-Judge via Response-Adapted References ICLR 2025 ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting IJCNLP 2025 Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding? ICML 2025 Revisiting Change Captioning from Self-supervised Global-Part Alignment AAAI 2025