Large language model is not a good few-shot information extractor, but a good reranker for hard samples!
Large Language Models (LLMs) have made remarkable strides in various tasks. However, whether they are competitive few-shot solvers for information extraction (IE) tasks and surpass fine-tuned small Pre-trained Language Models (SLMs) remains an open problem. This paper aims to provide a thorough answ...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2023
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/8388 https://ink.library.smu.edu.sg/context/sis_research/article/9391/viewcontent/llmIE_emnlp_tbu.pdf |
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| Institution: | Singapore Management University |
| Language: | English |