Papers by David Yunis
Context-Efficient Retrieval with Factual Decomposition (2025.naacl-short)
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| Challenge: | Existing models that use dynamically expanding text can be incorporated into large language models. |
| Approach: | They show that pre-processing external corpus into semi-structured "atomic facts" reduces the size of the context and improves inference efficiency. |
| Outcome: | The proposed form of atomic facts improves on question answering tasks when the amount of retrieved text is limited. |