| Vinoground: Scrutinizing LMMs over Dense Temporal Reasoning with Short Videos | Oct 3, 2024 | counterfactual | CodeCode Available | 1 |
| Reasoning Elicitation in Language Models via Counterfactual Feedback | Oct 2, 2024 | counterfactualQuestion Answering | —Unverified | 0 |
| Explainable Earth Surface Forecasting under Extreme Events | Oct 2, 2024 | counterfactualEarth Observation | CodeCode Available | 1 |
| Learning Personalized Treatment Decisions in Precision Medicine: Disentangling Treatment Assignment Bias in Counterfactual Outcome Prediction and Biomarker Identification | Oct 1, 2024 | counterfactual | CodeCode Available | 0 |
| FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" | Sep 30, 2024 | counterfactualHallucination | CodeCode Available | 2 |
| What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless Systems | Sep 30, 2024 | Conformal Predictioncounterfactual | CodeCode Available | 0 |
| Mitigating Propensity Bias of Large Language Models for Recommender Systems | Sep 30, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Ads Supply Personalization via Doubly Robust Learning | Sep 29, 2024 | counterfactual | —Unverified | 0 |
| Counterfactual Evaluation of Ads Ranking Models through Domain Adaptation | Sep 29, 2024 | counterfactualDomain Adaptation | —Unverified | 0 |
| Good Data Is All Imitation Learning Needs | Sep 26, 2024 | Allcounterfactual | —Unverified | 0 |
| CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning | Sep 26, 2024 | backdoor defenseContrastive Learning | —Unverified | 0 |
| Topic-aware Causal Intervention for Counterfactual Detection | Sep 25, 2024 | counterfactualCounterfactual Detection | —Unverified | 0 |
| Counterfactual Token Generation in Large Language Models | Sep 25, 2024 | Bias Detectioncounterfactual | CodeCode Available | 1 |
| Linking in Style: Understanding learned features in deep learning models | Sep 25, 2024 | counterfactualDeep Learning | CodeCode Available | 0 |
| Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework | Sep 24, 2024 | Benchmarkingcounterfactual | CodeCode Available | 0 |
| SocialCircle+: Learning the Angle-based Conditioned Interaction Representation for Pedestrian Trajectory Prediction | Sep 23, 2024 | counterfactualPedestrian Trajectory Prediction | CodeCode Available | 2 |
| Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension | Sep 22, 2024 | Contrastive Learningcounterfactual | CodeCode Available | 0 |
| Mining Causality: AI-Assisted Search for Instrumental Variables | Sep 21, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Reference Points, Risk-Taking Behavior, and Competitive Outcomes in Sequential Settings | Sep 20, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Counterfactual Explanations for Clustering Models | Sep 19, 2024 | Clusteringcounterfactual | —Unverified | 0 |
| The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual Explanations | Sep 19, 2024 | Classificationcounterfactual | CodeCode Available | 0 |
| DifFaiRec: Generative Fair Recommender with Conditional Diffusion Model | Sep 18, 2024 | Attributecounterfactual | —Unverified | 0 |
| SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness Calibration | Sep 17, 2024 | Benchmarkingcounterfactual | CodeCode Available | 0 |
| THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language Models | Sep 17, 2024 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| Offline Reinforcement Learning for Learning to Dispatch for Job Shop Scheduling | Sep 16, 2024 | Combinatorial Optimizationcounterfactual | CodeCode Available | 0 |