Large Language Models

TruthFlow: Truthful LLM Generation via Representation Flow Correction ICML 2025 Truth Knows No Language: Evaluating Truthfulness Beyond English ACL 2025 TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs EMNLP 2025 Truth, Trust, and Trouble: Medical AI on the Edge EMNLP 2025 TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation EMNLP 2025 TTFSFormer: A TTFS-based Lossless Conversion of Spiking Transformer ICML 2025 TTMBA: Towards Text To Multiple Sources Binaural Audio Generation Interspeech 2025 TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation EMNLP 2025 TuCo: Measuring the Contribution of Fine-Tuning to Individual Responses of LLMs ICML 2025 TUMLU: A Unified and Native Language Understanding Benchmark for Turkic Languages ACL 2025 Tunable LLM-based Proactive Recommendation Agent ACL 2025 Tuning-Free Accountable Intervention for LLM Deployment – a Metacognitive Approach AAAI 2025 Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning NAACL 2025 Tuning LLM Judge Design Decisions for 1/1000 of the Cost ICML 2025 TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text EMNLP 2025 TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games EMNLP 2025 TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route EMNLP 2025 Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions EMNLP 2025 Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling ACL 2025 TutorMind at BEA 2025 Shared Task: Leveraging Fine-Tuned LLMs and Data Augmentation for Mistake Identification ACL 2025 Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation ACL 2025 Two Steps from Hell: Compositionality on Chemical LMs EMNLP 2025 Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations ICML 2025 TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers’ Guidance EMNLP 2025 Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation ACL 2025