conftrace_

abductive reasoning

63 papers

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Co-occurring keywords

large language model (13587) natural language inference (1287) deductive reasoning (56) language model (4599) commonsense reasoning (506) counterfactual reasoning (230) explanation generation (190) inductive reasoning (68) commonsense knowledge (262) abductive explanation (14)

Papers

Vinclat: Evaluating Reasoning, Cognition and Culture in One Game EACL 2026
Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in KGQA ACL 2026
Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments AAAI 2026
AbductiveMLLM: Boosting Visual Abductive Reasoning Within MLLMs AAAI 2026
Visual–Linguistic Abductive Reasoning with LLMs for Knowledge-based Visual Question Answering EACL 2026
Evaluating Generalization Capability of Language Models across Abductive, Deductive and Inductive Logical Reasoning COLING 2025
Empowering LLMs with Logical Reasoning: A Comprehensive Survey IJCAI 2025
Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events CVPR 2025
Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas ACL 2025
IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025
DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models EMNLP 2025
LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025
Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference CVPR 2025
Harmful Prompt Laundering: Jailbreaking LLMs with Abductive Styles and Symbolic Encoding EMNLP 2025
Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification ACL 2025
Inferring Past Human Actions in Homes with Abductive Reasoning WACV 2025
Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025
UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations NAACL 2024
Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment ACL 2024
Abductive Ego-View Accident Video Understanding for Safe Driving Perception CVPR 2024
Abductive Reasoning in Logical Credal Networks NIPS 2024
PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset ACL 2024
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation ACL 2024
LMEME at SemEval-2024 Task 4: Teacher Student Fusion - Integrating CLIP with LLMs for Enhanced Persuasion Detection SEMEVAL 2024
Delivering Inflated Explanations AAAI 2024