Natural Language Processing

Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback COLING 2025 Extraction of Information Provision Activity Requirements from EU Acquis EMNLP 2025 Extractive Fact Decomposition for Interpretable Natural Language Inference in one Forward Pass EMNLP 2025 Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts ICML 2025 Extrapolating to Unknown Opinions Using LLMs COLING 2025 F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations EMNLP 2025 F2 (FutureFiction): Detection of Fake News on Futuristic Technology NAACL 2025 F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task EMNLP 2025 FaBERT: Pre-training BERT on Persian Blogs NAACL 2025 FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs CVPR 2025 Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation EMNLP 2025 Facilitating Cross-lingual Transfer of Empathy through Language-independent Latent Diffusion: A Case Study in Chinese EMNLP 2025 Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025 Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning ICLR 2025 FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models EMNLP 2025 FACT5: A Novel Benchmark and Pipeline for Nuanced Fact-Checking of Complex Statements ACL 2025 FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models ACL 2025 Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation NAACL 2025 FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation ACL 2025 FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data NAACL 2025 fact check AI at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-checked Claim Retrieval SemEval 2025 FACTCHECKMATE: Preemptively Detecting and Mitigating Hallucinations in LMs EMNLP 2025 (Fact) Check Your Bias ACL 2025 FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models CVPR 2025 Fact-Controlled Diagnosis of Hallucinations in Medical Text Summarization Interspeech 2025