conftrace_

counterfactual reasoning

262 papers

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Co-occurring keywords · papers mentioning both

causal inference (89) structural causal model (31) large language model (30) causal reasoning (16) multimodal learning (15) spurious correlation (13) natural language inference (11) reinforcement learning (11) commonsense reasoning (10) visual question answering (10)

Papers

A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination AAAI 2026 A Comprehensive Collection of Vignettes for Actual Causation CLeaR 2026 Breaking the Illusion: When Positive Meets Negative in Multimodal Decoding CVPR 2026 CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow WACV 2026 CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing AAAI 2026 CiPO: Counterfactual Unlearning for Large Reasoning Models through Iterative Preference Optimization ACL 2026 CounterBench: Evaluating and Improving Counterfactual Reasoning in Large Language Models AAAI 2026 Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction AAAI 2026 Counterfactual-Driven Zero-Shot Classifier Expansion AAAI 2026 Counterfactual Planning for Generalizable Agents’ Actions AAAI 2026 Counterfactual Question Generation Uncovering Learner Contradictions AAAI 2026 Counterfactual VLA: Self-Reflective Vision-Language-Action Model with Adaptive Reasoning CVPR 2026 Cross-Domain Demo-to-Code via Neurosymbolic Counterfactual Reasoning CVPR 2026 DARC: Dual Adjustment Reasoning with Counterfactuals for Trustworthy Chest X-ray Classification CVPR 2026 Differentiable Causal Search CLeaR 2026 Duplex Rewards Optimization for Test-Time Composed Image Retrieval AAAI 2026 Graph Contrastive Learning with Balanced Hard Negatives and Fine-grained Semantic-aware Positives AAAI 2026 IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance ACL 2026 Learning Subgroups with Maximum Treatment Effects Without Causal Heuristics AAAI 2026 MedEinst: Benchmarking the Einstellung Effect in Medical LLMs through Counterfactual Differential Diagnosis ACL 2026 MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs ACL 2026 Modeling Human-Like Cognition for Stance Detection: Integrating Intuitive Judgment and Analytical Reasoning ACL 2026 Multi-Agent Undercover Gaming: Hallucination Removal Through Counterfactual Test for Multimodal Reasoning AAAI 2026 Regret Minimization with Adaptive Opponents in Repeated Games COLT 2026 ReVAD: From Imitation to Reasoning in Vectorized Autonomous Driving via Latent Space Search UAI 2026