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| CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models | Jun 11, 2025 | counterfactualDescriptive | CodeCode Available | 2 |
| Vision Language Models are Biased | May 29, 2025 | Board Gamescounterfactual | CodeCode Available | 2 |
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| OptiChat: Bridging Optimization Models and Practitioners with Large Language Models | Jan 14, 2025 | Code Generationcounterfactual | CodeCode Available | 2 |
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| Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI | Nov 22, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 2 |
| HourVideo: 1-Hour Video-Language Understanding | Nov 7, 2024 | Benchmarkingcounterfactual | CodeCode Available | 2 |
| Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality | Oct 7, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" | Sep 30, 2024 | counterfactualHallucination | CodeCode Available | 2 |
