Large Language Models

Training compute-optimal transformer encoder models EMNLP 2025 Training Free Exponential Context Extension via Cascading KV Cache ICLR 2025 Training Language Model to Critique for Better Refinement ACL 2025 Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation EMNLP 2025 Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025 Training of LLM-Based List-Wise Multilingual Reranker EMNLP 2025 Train It and Forget It: Merge Lists are Unnecessary for BPE Inference in Language Models EMNLP 2025 TransAlign: Machine Translation Encoders are Strong Word Aligners, Too EMNLP 2025 Transforming Causal LLM into MLM Encoder for Detecting Social Media Manipulation in Telegram ACL 2025 Translating Movie Subtitles by Large Language Models using Movie-meta Information ACL 2025 Translating Tax Law to Code with LLMs: A Benchmark and Evaluation Framework EMNLP 2025 Transplant Then Regenerate: A New Paradigm for Text Data Augmentation EMNLP 2025 TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ACL 2025 TreeCut: A Synthetic Unanswerable Math Word Problem Dataset for LLM Hallucination Evaluation ACL 2025 TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree Planning AAAI 2025 TreeKV: Smooth Key-Value Cache Compression with Tree Structures IJCAI 2025 Tree of Agents: Improving Long-Context Capabilities of Large Language Models through Multi-Perspective Reasoning EMNLP 2025 Tree-of-Prompts: Abstracting Control-Flow for Prompt Optimization ACL 2025 Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning EMNLP 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 Trick or Neat: Adversarial Ambiguity and Language Model Evaluation ACL 2025 TRIDENT: Enhancing Large Language Model Safety with Tri-Dimensional Diversified Red-Teaming Data Synthesis ACL 2025 Trigger3:Refining Query Correction via Adaptive Model Selector AAAI 2025 Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA ICLR 2025