conftrace_

counterfactual reasoning

230 papers

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Co-occurring keywords

causal inference (1630) large language model (13587) structural causal model (184) causal reasoning (183) multimodal learning (4645) spurious correlation (279) natural language inference (1287) reinforcement learning (4352) commonsense reasoning (506) counterfactual inference (47)

Papers

Sparse Feature Coactivation Reveals Causal Semantic Modules in Large Language Models ACL 2026
Duplex Rewards Optimization for Test-Time Composed Image Retrieval AAAI 2026
Counterfactual Question Generation Uncovering Learner Contradictions AAAI 2026
CiPO: Counterfactual Unlearning for Large Reasoning Models through Iterative Preference Optimization ACL 2026
MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs ACL 2026
CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing AAAI 2026
Learning Subgroups with Maximum Treatment Effects Without Causal Heuristics AAAI 2026
Multi-Agent Undercover Gaming: Hallucination Removal Through Counterfactual Test for Multimodal Reasoning AAAI 2026
TMAE:Learning Targeted Multi-Agent Exploration via Causal Inference AAAI 2026
Counterfactual Planning for Generalizable Agents’ Actions AAAI 2026
MedEinst: Benchmarking the Einstellung Effect in Medical LLMs through Counterfactual Differential Diagnosis ACL 2026
IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance ACL 2026
Modeling Human-Like Cognition for Stance Detection: Integrating Intuitive Judgment and Analytical Reasoning ACL 2026
Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction AAAI 2026
Graph Contrastive Learning with Balanced Hard Negatives and Fine-grained Semantic-aware Positives AAAI 2026
Counterfactual-Driven Zero-Shot Classifier Expansion AAAI 2026
CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow WACV 2026
A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination AAAI 2026
CounterBench: Evaluating and Improving Counterfactual Reasoning in Large Language Models AAAI 2026
Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning AAAI 2025
Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models AAAI 2025
PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset CVPR 2025
Counterfactual Online Learning for Open-Loop Monte-Carlo Planning AAAI 2025
OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning CVPR 2025
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning ICCV 2025