Artificial Intelligence

FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs NAACL 2025 FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" ICLR 2025 Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint AAAI 2025 Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations ACL 2025 Faithful Inference Chains Extraction for Fact Verification over Multi-view Heterogeneous Graph with Causal Intervention COLING 2025 FaithfulPersona: Balancing Faithfulness and Personalization in Code Explanations through Self-Critique NAACL 2025 FaithfulSAE: Towards Capturing Faithful Features with Sparse Autoencoders without External Datasets Dependency ACL 2025 Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation NAACL 2025 FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge EMNLP 2025 FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models ICLR 2025 FakeSV-VLM: Taming VLM for Detecting Fake Short-Video News via Progressive Mixture-Of-Experts Adapter EMNLP 2025 FALCON: Adaptive Cross-Domain APT Attack Investigation with Federated Causal Learning UAI 2025 FALCON: Fair Face Recognition via Local Optimal Feature Normalization WACV 2025 Falcon: Faster and Parallel Inference of Large Language Models Through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree AAAI 2025 Falcon Medical Visual Question Answering AAAI 2025 FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers ICCV 2025 False Coverage Proportion Control for Conformal Prediction ICML 2025 Falsification of Unconfoundedness by Testing Independence of Causal Mechanisms ICML 2025 FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion CVPR 2025 Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NAACL 2025 FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation AAAI 2025 FaMTEB: Massive Text Embedding Benchmark in Persian Language EMNLP 2025 FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance IJCAI 2025 Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs EMNLP 2025 Fantastic Copyrighted Beasts and How (Not) to Generate Them ICLR 2025