causal reasoning

AILS-NTUA at SemEval-2026 Task 12: Graph-Based Retrieval and Reflective Prompting for Abductive Event Reasoning SemEval 2026 BBgame at SemEval-2026 Task 12: Small Lanugage Model Fintuning for Abductive Event Reasoning task SemEval 2026 Can Large Language Models Infer Causal Relationships from Real-World Text? ACL 2026 CausalMinds at SemEval-2026 Task 12: Simple Fine-Tuning with Option Shuffling Outperforms Complex Pipelines for Abductive Event Reasoning SemEval 2026 CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos AAAI 2026 Chain of Event-Centric Causal Thought for Physically Plausible Video Generation CVPR 2026 CLEAR-3K: Assessing Causal Explanatory Capabilities in Language Models EACL 2026 Decoding the Market’s Pulse: Context-Enriched Agentic Retrieval Augmented Generation for Predicting Post-Earnings Price Shocks EACL 2026 d-itlab at SemEval-2026 Task 12: Per-Option Surprisal and Multi-Stage Gating for Precision-Oriented Causal Reasoning SemEval 2026 Empowering LLMs with Symbolic Representation and Reasoning AAAI 2026 IMPACT: Integrated Multimodal Pipeline for Rapid Accident Causality Tracking (Student Abstract) AAAI 2026 Make Foundation Models Trustworthy Again: Causal Fine-Adaptation for Medical Image Segmentation AAAI 2026 Med-CMR: A Fine-Grained Benchmark Integrating Visual Evidence and Clinical Logic for Medical Complex Multimodal Reasoning CVPR 2026 METER: Evaluating Multi-Level Contextual Causal Reasoning in Large Language Models ACL 2026 Mitigating Hallucinations in Large Language Models via Causal Reasoning AAAI 2026 NoisyCausal: A Benchmark for Evaluating Causal Reasoning Under Structured Noise ACL 2026 PhyCritic: Multimodal Critic Models for Physical AI CVPR 2026 Retrieving Counterfactuals Improves Visual In-Context Learning CVPR 2026 RMIR: A Benchmark Dataset for Reasoning-Intensive Multimodal Image Retrieval CVPR 2026 RoboFailRing: Retrieval-Augmented and Language Grounding Failure Detection for VLM-enabled Robotic Manipulation ACL 2026 Seeing Through the Shift: Causality-Inspired Robust Generalized Category Discovery CVPR 2026 Streaming Video Crime Anticipation with Spatio-Temporal Causal Reasoning CVPR 2026 Think-as-You-See: Streaming Chain-of-Thought Reasoning for Large Vision-Language Models CVPR 2026 uir-cis at SemEval-2026 Task 12: Mitigating Prior-Induced Hallucinations in Retrieval-Augmented Reasoning via Precision-Oriented Decoding SemEval 2026 Uncovering Hidden Correctness in LLM Causal Reasoning via Symbolic Verification EACL 2026