Improving Biomedical Entity Linking with Hypencoder

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The dissertation titled 'HYPENCODER Dissertation' by Steve Falkovsky explores biomedical entity linking innovations with the Hypencoder architecture. Key findings showcase Hypencoder's superiority through analyses on the BC5CDR dataset and comparisons with baseline methods. The research highlights its contextual advantages, detailing datasets, benchmarks, training, and evaluation protocols. Conclusions summarize advancements, limitations, and future directions, with references offering domain...