Papers by Vladimir Muravlev
A Comprehensive Evaluation of Biomedical Entity-centric Search (2022.emnlp-industry)
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| Challenge: | a novel algorithm for information retrieval from biomedical abstracts is used to identify entities. |
| Approach: | They perform a fine-grained evaluation of a BERT-based biomedical search engine . they use manually annotated PubMed abstracts and off-she-shelf Elasticsearch . |
| Outcome: | The proposed system performs better for disease and gene search queries than other systems. |