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  "author": "Tao Li",
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    {
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      "extra_author": "Lijnjun Shou",
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      "extra_author": "Lijnjun Shou",
            
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    },
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    {
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      "extra_author": "Xuejun Liu",
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      "extra_author": "Xuejun Liu",
            
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      "orcid": ""
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      "description": "",
            
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      "name": "question-answering",
            
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      "title": "Question Answering"
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      "title": "Question Answering"
            
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  "name": "mixture-of-rationales--mor--for-visual-question-answering",
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  "name": "mixture-of-rationales--mor--for-visual-question-answering",
            
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  "notes": "Zero-shot visual question answering (VQA) is a challenging 
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  "notes": "Zero-shot visual question answering (VQA) is a challenging 
            
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task that requires reasoning across modalities. While some existing 
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task that requires reasoning across modalities. While some existing 
            
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methods rely on a single rationale within the Chain of Thoughts (CoT) 
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methods rely on a single rationale within the Chain of Thoughts (CoT) 
            
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framework, they may fall short of capturing the complexity of the VQA 
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framework, they may fall short of capturing the complexity of the VQA 
            
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problem. On the other hand, some other methods that use multiple 
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problem. On the other hand, some other methods that use multiple 
            
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rationales may still suffer from low diversity, poor modality 
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rationales may still suffer from low diversity, poor modality 
            
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alignment, and inefficient retrieval and fusion.",
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alignment, and inefficient retrieval and fusion.",
            
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    {
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      "display_name": "Visual Question Answering",
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      "display_name": "Visual Question Answering",
            
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      "id": "d8aee55f-7e04-411f-8ce5-0794bc0406b0",
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      "id": "d8aee55f-7e04-411f-8ce5-0794bc0406b0",
            
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      "name": "Visual Question Answering",
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      "name": "Visual Question Answering",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    {
            
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      "display_name": "Zero-shot VQA",
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      "display_name": "Zero-shot VQA",
            
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      "id": "2f0f822d-ab57-4153-bdfd-4e6029af1122",
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      "id": "2f0f822d-ab57-4153-bdfd-4e6029af1122",
            
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      "name": "Zero-shot VQA",
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      "name": "Zero-shot VQA",
            
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      "vocabulary_id": null
            
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    }
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  ],
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  ],
            
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  "title": "Mixture of Rationales (MoR) for Visual Question 
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  "title": "Mixture of Rationales (MoR) for Visual Question 
            
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Answering",
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Answering",
            
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  "version": ""
            
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}
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}