semantic consistency

Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection AAAI 2025 Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025 MM-R3: On (In-)Consistency of Vision-Language Models (VLMs) ACL 2025 Multi-party Collaborative Attention Control for Image Customization CVPR 2025 Non-Cross Diffusion for Semantic Consistency WACV 2025 One-shot 3D Object Canonicalization based on Geometric and Semantic Consistency CVPR 2025 ReLoop: “Seeing Twice and Thinking Backwards” via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding EMNLP 2025 RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge Graph ACL 2025 SCE: Semantic Consistency Enhanced Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning EMNLP 2025 Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs ACL 2025 Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation NAACL 2025 SHE: Streaming-media Hashing Retrieval ICML 2025 Stabilizing Holistic Semantics in Diffusion Bridge for Image Inpainting IJCAI 2025 Towards Robust Visual Question Answering via Prompt-Driven Geometric Harmonization AAAI 2025 TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning IJCAI 2025 uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text SemEval 2025 Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation CVPR 2025 VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025 VQA-Augmented Machine Translation with Cross-Modal Contrastive Learning EMNLP 2025 Waste Not, Want Not; Recycled Gumbel Noise Improves Consistency in Natural Language Generation NAACL 2025 Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration AAAI 2025 Weakly-Supervised Movie Trailer Generation Driven by Multi-Modal Semantic Consistency IJCAI 2025 ARMADA: Attribute-Based Multimodal Data Augmentation EMNLP 2024 Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models WACV 2024 Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency NeurIPS 2024