Natural Language Processing

ThinkAnswer Loss: Balancing Semantic Similarity and Exact Matching for LLM Reasoning Enhancement EMNLP 2025 Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling ACL 2025 Think Globally, Group Locally: Evaluating LLMs Using Multi-Lingual Word Grouping Games EMNLP 2025 Thinking Before You Speak: A Proactive Test-time Scaling Approach EMNLP 2025 Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces CVPR 2025 Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate Speech. ACL 2025 Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation ICLR 2025 ThinkQE: Query Expansion via an Evolving Thinking Process EMNLP 2025 Think Right, Not More: Test-Time Scaling for Numerical Claim Verification EMNLP 2025 ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025 Think Twice, Generate Once: Safeguarding by Progressive Self-Reflection EMNLP 2025 Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech EMNLP 2025 Think while You Generate: Discrete Diffusion with Planned Denoising ICLR 2025 This is not a Disimprovement: Improving Negation Reasoning in Large Language Models via Prompt Engineering EMNLP 2025 THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025 Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension AAAI 2025 ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations EMNLP 2025 Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation EMNLP 2025 Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation EMNLP 2025 THREAD: Thinking Deeper with Recursive Spawning NAACL 2025 Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs NAACL 2025 Through the Lens of History: Methods for Analyzing Temporal Variation in Content and Framing of State-run Chinese Newspapers NAACL 2025 TicTac: Time-aware Supervised Fine-tuning for Automatic Text Dating ACL 2025 TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention ICLR 2025 TIDES: Technical Information Discovery and Extraction System EMNLP 2025