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| Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale | Dec 18, 2022 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model | Dec 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation | Dec 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation | Dec 16, 2022 | Answer GenerationDecoder | CodeCode Available | 1 |
| On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning | Dec 15, 2022 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking | Dec 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
