conflict detection

Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models AAAI 2026 ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions AAAI 2026 Robust Lazy Conflict Detection via Multi-Conflict Extraction and Genetic Diversity Control AAAI 2026 Targeting Misalignment: A Conflict-Aware Framework for Reward-Model-based LLM Alignment AAAI 2026 Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering ACL 2026 Conflict and Overlap Classification in Construction Standards Using a Large Language Model NAACL 2025 Conflicts in Texts: Data, Implications and Challenges EMNLP 2025 Consensus or Conflict? Fine-Grained Evaluation of Conflicting Answers in Question-Answering EMNLP 2025 Expanding the UNSC Conflicts Corpus by Incorporating Domain Expert Annotations and LLM Experiments ACL 2025 Germane Conflicts: Desirable Properties for Localising Inconsistency AAAI 2025 GReX: A Graph Neural Network-Based Rerank-then-Expand Method for Detecting Conflicts Among Legal Articles in Korean Criminal Law EMNLP 2025 Inconsistency Handling in DatalogMTL IJCAI 2025 LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025 MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation EMNLP 2025 Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion AISTATS 2025 ProvBench: A Benchmark of Legal Provision Recommendation for Contract Auto-Reviewing ACL 2025 Tell Me What You Don’t Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing ACL 2025 Words Like Knives: Backstory-Personalized Modeling and Detection of Violent Communication EMNLP 2025 ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024 Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning ACL 2024 INFORMEDQX: Informed Conflict Detection for Over-Constrained Problems AAAI 2024 Dimensions of Online Conflict: Towards Modeling Agonism EMNLP 2023 PaTeCon: A Pattern-Based Temporal Constraint Mining Method for Conflict Detection on Knowledge Graphs AAAI 2023 RSGT: Relational Structure Guided Temporal Relation Extraction COLING 2022 Identifying Conflict Escalation and Primates by Using Ensemble X-Vectors and Fisher Vector Features Interspeech 2021