Papers by L. Brinson
Extracting Polymer Nanocomposite Samples from Full-Length Documents (2024.findings-acl)
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| Challenge: | Using large language models (LLMs) to extract sample lists of polymer nanocomposites (PNCs) from full-length materials science research papers is challenging due to the complexity of the data. |
| Approach: | They propose a benchmark and evaluation technique for extracting sample lists of polymer nanocomposites from full-length materials science research papers. |
| Outcome: | The proposed method improves the performance of LLMs and incorporates self-consistency to improve the performance. |