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| An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation | Jun 3, 2024 | Answer GenerationQuestion Answering | CodeCode Available | 1 |
| Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations? | Apr 29, 2024 | Answer GenerationBenchmarking | CodeCode Available | 1 |
| Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering | Mar 8, 2024 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 |
| How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning | Feb 28, 2024 | Answer Generation | CodeCode Available | 1 |
| Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization | Dec 30, 2023 | Answer GenerationContrastive Learning | CodeCode Available | 1 |
| PokeMQA: Programmable knowledge editing for Multi-hop Question Answering | Dec 23, 2023 | Answer Generationknowledge editing | CodeCode Available | 1 |
| Improving Question Generation with Multi-level Content Planning | Oct 20, 2023 | Answer GenerationQuestion Generation | CodeCode Available | 1 |
| Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering | Jun 29, 2023 | Answer GenerationQuestion Answering | CodeCode Available | 1 |
| Surgical-VQLA: Transformer with Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery | May 19, 2023 | Answer Generationobject-detection | CodeCode Available | 1 |
