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abductive reasoning

77 papers

Papers

Inferring Past Human Actions in Homes with Abductive Reasoning WACV 2025 LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025 NL-Eye: Abductive NLI For Images ICLR 2025 Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025 TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking ICLR 2025 Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas ACL 2025 Abductive Ego-View Accident Video Understanding for Safe Driving Perception CVPR 2024 Abductive Reasoning in Logical Credal Networks NeurIPS 2024 Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation ACL 2024 Delivering Inflated Explanations AAAI 2024 I Mean I Am a Mouse: meets for Bilingual Multimodal Meme Sarcasm Classification from Large Language Models ACML 2024 LMEME at SemEval-2024 Task 4: Teacher Student Fusion - Integrating CLIP with LLMs for Enhanced Persuasion Detection SemEval 2024 PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset ACL 2024 Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment ACL 2024 UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations NAACL 2024 Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL 2023 Active Reasoning in an Open-World Environment NeurIPS 2023 ALERT: Adapt Language Models to Reasoning Tasks ACL 2023 Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models EMNLP 2023 Cardinality-Minimal Explanations for Monotonic Neural Networks IJCAI 2023 COGEN: Abductive Commonsense Language Generation ACL 2023 Explaining Random Forests Using Bipolar Argumentation and Markov Networks AAAI 2023 Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning NeurIPS 2023 Leveraging Argumentation for Generating Robust Sample-based Explanations IJCAI 2023 Multi-modal Action Chain Abductive Reasoning ACL 2023