Large Language Models

Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models EMNLP 2025 Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization CVPR 2025 Debiasing Online Preference Learning via Preference Feature Preservation ACL 2025 DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language Models NAACL 2025 Decentralized Low-Rank Fine-Tuning of Large Language Models ACL 2025 Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025 Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts ACL 2025 Decoding Emergent Big Five Traits in Large Language Models: Temperature-Dependent Expression and Architectural Clustering IJCNLP 2025 Decoding LLM Personality Measurement: Forced-Choice vs. Likert ACL 2025 Decompose-ToM: Enhancing Theory of Mind Reasoning in Large Language Models through Simulation and Task Decomposition COLING 2025 Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing 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 DeepCrossAttention: Supercharging Transformer Residual Connections ICML 2025 DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning EMNLP 2025 Defense Against Prompt Injection Attack by Leveraging Attack Techniques ACL 2025 Defense against Prompt Injection Attacks via Mixture of Encodings NAACL 2025 DeFT-X: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer EMNLP 2025 DELIFT: Data Efficient Language model Instruction Fine-Tuning ICLR 2025 DeLLMa: Decision Making Under Uncertainty with Large Language Models ICLR 2025 Deloitte (Drocks) at SemEval-2025 Task 3: Fine-Grained Multi-lingual Hallucination Detection Using Internal LLM Weights SemEval 2025 Deloitte (Drocks) at the Financial Misinformation Detection Challenge Task: Enhancing Misinformation Detection through Instruction-Tuned Models COLING 2025 DEL-ToM: Inference-Time Scaling for Theory-of-Mind Reasoning via Dynamic Epistemic Logic EMNLP 2025 De-mark: Watermark Removal in Large Language Models ICML 2025 DeMeVa at LeWiDi-2025: Modeling Perspectives with In-Context Learning and Label Distribution Learning EMNLP 2025