Browse State-of-the-Art › Counterfactual Reasoning › Papers, page 2
Counterfactual Reasoning
Papers archive 2025-07-28
archive papers tagged: 219 · with a code link: 97 · where Syntology ran a sample: 29 (23 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (29 of 219 tagged: 23 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)
Page 2 of 3: papers 101 to 200 of 219, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models12 Jun 2025 0 repositories listed
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Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey26 May 2025 0 repositories listed
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Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation26 May 2025 0 repositories listed
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Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning19 May 2025 0 repositories listed
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An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning13 May 2025 0 repositories listed
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Probabilistic and Causal Satisfiability: Constraining the Model28 Apr 2025 0 repositories listed
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OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning6 Apr 2025 0 repositories listed
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When Counterfactual Reasoning Fails: Chaos and Real-World Complexity31 Mar 2025 0 repositories listed
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MASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series28 Mar 2025 0 repositories listed
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What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning27 Mar 2025 0 repositories listed
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Causal Discovery and Counterfactual Reasoning to Optimize Persuasive Dialogue Policies19 Mar 2025 0 repositories listed
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Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation12 Mar 2025 0 repositories listed
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Towards Causal Model-Based Policy Optimization12 Mar 2025 0 repositories listed
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Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts6 Mar 2025 0 repositories listed
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Can LLMs Explain Themselves Counterfactually?25 Feb 2025 0 repositories listed
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A novel approach to the relationships between data features -- based on comprehensive examination of mathematical, technological, and causal methodology20 Feb 2025 0 repositories listed
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CounterBench: A Benchmark for Counterfactuals Reasoning in Large Language Models16 Feb 2025 0 repositories listed
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Asymmetrical Latent Representation for Individual Treatment Effect Modeling23 Jan 2025 0 repositories listed
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Leveraging counterfactual concepts for debugging and improving CNN model performance19 Jan 2025 0 repositories listed
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Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction1 Jan 2025 0 repositories listed
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Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning20 Dec 2024 0 repositories listed
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Who is Responsible? Explaining Safety Violations in Multi-Agent Cyber-Physical Systems26 Oct 2024 0 repositories listed
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A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference18 Oct 2024 0 repositories listed
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Computational Grounding of Responsibility Attribution and Anticipation in LTLf18 Oct 2024 0 repositories listed
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Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games10 Oct 2024 0 repositories listed
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Mining Causality: AI-Assisted Search for Instrumental Variables21 Sep 2024 0 repositories listed
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DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models26 Aug 2024 0 repositories listed
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Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs31 Jul 2024 0 repositories listed
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A Diffusion Model for Simulation Ready Coronary Anatomy with Morpho-skeletal Control22 Jul 2024 0 repositories listed
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Popular News Always Compete for the User's Attention! POPK: Mitigating Popularity Bias via a Temporal-Counterfactual13 Jul 2024 0 repositories listed
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A Critical Review of Causal Reasoning Benchmarks for Large Language Models10 Jul 2024 0 repositories listed
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Causal Inference with Latent Variables: Recent Advances and Future Prospectives20 Jun 2024 0 repositories listed
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From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy12 May 2024 0 repositories listed
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Out-of-Distribution Adaptation in Offline RL: Counterfactual Reasoning via Causal Normalizing Flows6 May 2024 0 repositories listed
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Counterfactual Reasoning Using Predicted Latent Personality Dimensions for Optimizing Persuasion Outcome21 Apr 2024 0 repositories listed
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Look Before You Decide: Prompting Active Deduction of MLLMs for Assumptive Reasoning19 Apr 2024 0 repositories listed
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CausalBench: A Comprehensive Benchmark for Causal Learning Capability of LLMs9 Apr 2024 0 repositories listed
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A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation4 Apr 2024 0 repositories listed
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GCAM: Gaussian and causal-attention model of food fine-grained recognition18 Mar 2024 0 repositories listed
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Silico-centric Theory of Mind14 Mar 2024 0 repositories listed
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Cause and Effect: Can Large Language Models Truly Understand Causality?28 Feb 2024 0 repositories listed
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On the Arrow of Inference22 Feb 2024 0 repositories listed
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ACTER: Diverse and Actionable Counterfactual Sequences for Explaining and Diagnosing RL Policies9 Feb 2024 0 repositories listed
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CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines6 Feb 2024 0 repositories listed
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Distribution-consistency Structural Causal Models29 Jan 2024 0 repositories listed
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A New Paradigm for Counterfactual Reasoning in Fairness and Recourse25 Jan 2024 0 repositories listed
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Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation11 Jan 2024 0 repositories listed
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Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation27 Nov 2023 0 repositories listed
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18 Nov 2023 0 repositories listed
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Prompt Engineering a Prompt Engineer9 Nov 2023 0 repositories listed
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Kindness in Multi-Agent Reinforcement Learning6 Nov 2023 0 repositories listed
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Viewing the process of generating counterfactuals as a source of knowledge: a new approach for explaining classifiers8 Sep 2023 0 repositories listed
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Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative Learning7 Sep 2023 0 repositories listed
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"Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming30 Aug 2023 0 repositories listed
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Disentangled Counterfactual Reasoning for Unbiased Sequential Recommendation5 Aug 2023 0 repositories listed
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Leveraging Contextual Counterfactuals Toward Belief Calibration13 Jul 2023 0 repositories listed
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Budgeting Counterfactual for Offline RL12 Jul 2023 0 repositories listed
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Counterfactual Explanation for Fairness in Recommendation10 Jul 2023 0 repositories listed
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Counterfactual Collaborative Reasoning30 Jun 2023 0 repositories listed
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Counterfactuals Modulo Temporal Logics15 Jun 2023 0 repositories listed
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From Database Repairs to Causality in Databases and Beyond15 Jun 2023 0 repositories listed
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Advancing Counterfactual Inference through Nonlinear Quantile Regression9 Jun 2023 0 repositories listed
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IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions23 May 2023 0 repositories listed
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SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control20 Apr 2023 0 repositories listed
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Causal Image Synthesis of Brain MR in 3D25 Mar 2023 0 repositories listed
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Explaining Recommendation System Using Counterfactual Textual Explanations14 Mar 2023 0 repositories listed
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Exploiting Contextual Structure to Generate Useful Auxiliary Tasks9 Mar 2023 0 repositories listed
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Eventual Discounting Temporal Logic Counterfactual Experience Replay3 Mar 2023 0 repositories listed
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Prompting Large Language Models With the Socratic Method17 Feb 2023 0 repositories listed
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Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning16 Feb 2023 0 repositories listed
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Explaining ℰℒℋ Concept Descriptions through Counterfactual Reasoning12 Jan 2023 0 repositories listed
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Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS4 Jan 2023 0 repositories listed
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Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning20 Dec 2022 0 repositories listed
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Causal Temporal Reasoning for Markov Decision Processes16 Dec 2022 0 repositories listed
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On the Complexity of Counterfactual Reasoning24 Nov 2022 0 repositories listed
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Actionable Recourse via GANs for Mobile Health12 Nov 2022 0 repositories listed
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Backtracking Counterfactuals1 Nov 2022 0 repositories listed
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Neural Causal Models for Counterfactual Identification and Estimation30 Sep 2022 0 repositories listed
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Use-Case-Grounded Simulations for Explanation Evaluation5 Jun 2022 0 repositories listed
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Watch Out for the Safety-Threatening Actors: Proactively Mitigating Safety Hazards2 Jun 2022 0 repositories listed
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Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning15 May 2022 0 repositories listed
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Counterfactual harm27 Apr 2022 0 repositories listed
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Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space1 Feb 2022 0 repositories listed
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CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning6 Jan 2022 0 repositories listed
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Causal policy ranking16 Nov 2021 0 repositories listed
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Transfer learning with causal counterfactual reasoning in Decision Transformers27 Oct 2021 0 repositories listed
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fairadapt: Causal Reasoning for Fair Data Pre-processing19 Oct 2021 0 repositories listed
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Intervention-based Recurrent Casual Model for Non-stationary Video Causal Discovery29 Sep 2021 0 repositories listed
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Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning14 Sep 2021 0 repositories listed
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Counterfactual Evaluation for Explainable AI5 Sep 2021 0 repositories listed
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Estimating Categorical Counterfactuals via Deep Twin Networks4 Sep 2021 0 repositories listed
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CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning25 Jun 2021 0 repositories listed
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Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach to Counterfactual Analysis19 Jun 2021 0 repositories listed
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To do or not to do: finding causal relations in smart homes20 May 2021 0 repositories listed
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Case Level Counterfactual Reasoning in Process Mining25 Feb 2021 0 repositories listed
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2 Jan 2021 0 repositories listed
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Ferryman as SemEval-2020 Task 5: Optimized BERT for Detecting Counterfactuals1 Dec 2020 0 repositories listed
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Counterfactual Off-Policy Training for Neural Dialogue Generation1 Nov 2020 0 repositories listed
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Exploring Logically Dependent Multi-task Learning with Causal Inference1 Nov 2020 0 repositories listed
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Less is More: Attention Supervision with Counterfactuals for Text Classification1 Nov 2020 0 repositories listed