conftrace_

semantic inconsistency

10 papers

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Co-occurring keywords · papers mentioning both

variational autoencoder (2) multimodal learning (2) mutual aggregation (1) support sample (1) internal representation (1) compositional behavior (1) prefix tuning (1) explainable detection (1) factual error (1) short text (1)

Papers

Identity-Aware Vision-Language Model for Explainable Face Forgery Detection AAAI 2026 Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes EACL 2026 Montague semantics and modifier consistency measurement in neural language models COLING 2025 Prototype Conditioned Generative Replay for Continual Learning in NLP NAACL 2025 When Format Changes Meaning: Investigating Semantic Inconsistency of Large Language Models EMNLP 2025 Aggregation and Purification: Dual Enhancement Network for Point Cloud Few-shot Segmentation IJCAI 2024 Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs EMNLP 2024 Exposing Text-Image Inconsistency Using Diffusion Models ICLR 2024 ESTIME: Estimation of Summary-to-Text Inconsistency by Mismatched Embeddings EMNLP 2021 Inconsistency Matters: A Knowledge-guided Dual-inconsistency Network for Multi-modal Rumor Detection EMNLP 2021