Generation

T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025 TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025 TrenTeam at Multilingual Counterspeech Generation: Multilingual Passage Re-Ranking Approaches for Knowledge-Driven Counterspeech Generation Against Hate COLING 2025 TriEmbed: Bridge the Gap between Text and Token Indices with Embedding Reparameterization ACL 2025 TriLLaMa at CQs-Gen 2025: A Two-Stage LLM-Based System for Critical Question Generation ACL 2025 Troopers at BLP-2025 Task 2: Reward-Selective Fine-Tuning based Code Generation Approach for Bangla Prompts AACL 2025 TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification ACL 2025 TRUEBench: Can LLM Response Meet Real-world Constraints as Productivity Assistant? EMNLP 2025 TruthFlow: Truthful LLM Generation via Representation Flow Correction ICML 2025 TSD: Towards Computational Processing of Tamil Similes - A Tamil Simile Dataset NAACL 2025 TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation EMNLP 2025 TurBLiMP: A Turkish Benchmark of Linguistic Minimal Pairs EMNLP 2025 Turn-by-Turn Behavior Monitoring in LM-Guided Psychotherapy IJCNLP 2025 Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents ACL 2025 Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs ICLR 2025 TurtleBench: A Visual Programming Benchmark in Turtle Geometry NAACL 2025 Tutorial on Trustworthy Legal Text Processing with LLMs: Retrieval, Rhetorical Roles, Summarization, and Trustworthy Generation IJCNLP 2025 Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement ACL 2025 Two ways into the hall of mirrors: Language exposure and lossy memory drive cross-linguistic grammaticality illusions in language models EMNLP 2025 UCTG: A Unified Controllable Text Generation Framework for Query Auto-Completion COLING 2025 ULTRABENCH: Benchmarking LLMs under Extreme Fine-grained Text Generation EMNLP 2025 UMB@PerAnsSumm 2025: Enhancing Perspective-Aware Summarization with Prompt Optimization and Supervised Fine-Tuning NAACL 2025 uMedSum: A Unified Framework for Clinical Abstractive Summarization ACL 2025 Uncertainty-Aware Contrastive Decoding ACL 2025 Uncertainty-Aware Decoding with Minimum Bayes Risk ICLR 2025