Papers by Shanan Peters
Evaluating Retrieval for Multi-domain Scientific Publications (2022.lrec-1)
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Nancy Ide, Keith Suderman, Jingxuan Tu, Marc Verhagen, Shanan Peters, Ian Ross, John Lawson, Andrew Borg, James Pustejovsky
| Challenge: | a new framework for retrieval and mining of scientific publications is being developed . the AskMe retrieval engine is a bridge between xDD's publication database and the LAPPS Grid suite of NLP tools. |
| Approach: | They evaluate AskMe retrievalengine using BEIR benchmark datasets . they aim to determine when and why certain approaches perform well on in-domain and out-of-domain data. |
| Outcome: | The AskMe retrieval engine performs well on both in-domain and out-of-domain data. |