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

Counterfactual Identification Under Monotonicity Constraints AAAI 2025
OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning CVPR 2025
Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models AAAI 2025
PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset CVPR 2025
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning ICCV 2025
A Non-Interventionist Approach to Causal Reasoning Based on Lewisian Counterfactuals IJCAI 2025
ACCORD: Closing the Commonsense Measurability Gap NAACL 2025
Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective NAACL 2025
CCG: Rare-Label Prediction via Neural SEM–Driven Causal Game EMNLP 2025
Neutralizing Bias in LLM Reasoning using Entailment Graphs ACL 2025
CDB: A Unified Framework for Hope Speech Detection Through Counterfactual, Desire and Belief NAACL 2025
Counterfactual Strategies for Markov Decision Processes IJCAI 2025
Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction CVPR 2025
Third-Person Appraisal Agent: Simulating Human Emotional Reasoning in Text with Large Language Models EMNLP 2025
Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025
From Causal Parrots to Causal Prophets? Towards Sound Causal Reasoning with Large Language Models NAACL 2025
CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025
CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025
Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions EMNLP 2025
Cradle-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement AAAI 2025
ORMind: A Cognitive-Inspired End-to-End Reasoning Framework for Operations Research ACL 2025
Dual-Path Counterfactual Integration for Multimodal Aspect-Based Sentiment Classification EMNLP 2025
Alleviating Dual Biases in Recommendation (Student Abstract) AAAI 2025
Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference CVPR 2025