Natural Language Processing

Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025 Decoding the Rule Book: Extracting Hidden Moderation Criteria from Reddit Communities EMNLP 2025 Decoding Uncertainty: The Impact of Decoding Strategies for Uncertainty Estimation in Large Language Models EMNLP 2025 Decomposed Opinion Summarization with Verified Aspect-Aware Modules ACL 2025 Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models IJCNLP 2025 Decompose-ToM: Enhancing Theory of Mind Reasoning in Large Language Models through Simulation and Task Decomposition COLING 2025 Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? NAACL 2025 Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025 Deconstructing What Makes a Good Optimizer for Autoregressive Language Models ICLR 2025 DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations EMNLP 2025 DecoupledESC: Enhancing Emotional Support Generation via Strategy-Response Decoupled Preference Optimization EMNLP 2025 DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling EMNLP 2025 Decoupling and Reconstructing: A Multimodal Sentiment Analysis Framework Towards Robustness IJCAI 2025 Decoupling Layout from Glyph in Online Chinese Handwriting Generation ICLR 2025 Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing ACL 2025 DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025 DeDisCo at the DISRPT 2025 Shared Task: A System for Discourse Relation Classification EMNLP 2025 DEEP: an automatic bidirectional translator leveraging an ASR for translation of Italian sign language ACL 2025 Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models EMNLP 2025 Deep at SemEval-2025 Task 11: A Multi-Stage Approach to Emotion Detection SemEval 2025 Deep-change at CoMeDi: the Cross-Entropy Loss is not All You Need COLING 2025 DeepCrossAttention: Supercharging Transformer Residual Connections ICML 2025 DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning EMNLP 2025 DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process ACL 2025 DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking ACL 2025