Introductory Tutorial: Reasoning with Natural Language Explanations (2024.emnlp-tutorials)
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| Challenge: | Existing paradigms for explanation-based NLIs lack a clear understanding of the nature of human reasoning. |
| Approach: | They propose to use natural language explanations to build models that address downstream tasks through explicit construction of a natural language. |
| Outcome: | In contrast to the existing paradigm based on Deep Learning, explanation-based NLI focuses on developing and evaluating models that address downstream tasks through the explicit construction of a natural language explanation. |
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| Challenge: | EMNLP 2024 will feature tutorials on six exciting topics . the process of selecting tutorials was a collaborative effort . |
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