Natural Language Processing

Catastrophic Failure of LLM Unlearning via Quantization ICLR 2025 CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models EMNLP 2025 CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling EMNLP 2025 Catching Stray Balls: Football, fandom, and the impact on digital discourse ACL 2025 Catch Me If You Can? Not Yet: LLMs Still Struggle to Imitate the Implicit Writing Styles of Everyday Authors EMNLP 2025 Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models ICML 2025 CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention ACL 2025 Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection ACL 2025 CausalGraph2LLM: Evaluating LLMs for Causal Queries NAACL 2025 Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025 CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery ACL 2025 Causal Graphical Models for Vision-Language Compositional Understanding ICLR 2025 Causal Interventions Reveal Shared Structure Across English Filler–Gap Constructions EMNLP 2025 CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025 Causally Modeling the Linguistic and Social Factors that Predict Email Response NAACL 2025 Causally Motivated Sycophancy Mitigation for Large Language Models ICLR 2025 Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference ICLR 2025 CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation ACL 2025 CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems COLING 2025 Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension EMNLP 2025 Causal Understanding by LLMs: The Role of Uncertainty EMNLP 2025 CAVE: Controllable Authorship Verification Explanations NAACL 2025 CBP-Tuning: Efficient Local Customization for Black-box Large Language Models EMNLP 2025 CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy NAACL 2025 CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models ACL 2025