What are embeddings? (24 Aug 2023)
Why are embeddings important for me as a Software Engineer and how they might help improve my search results
Using Natural Language Processing to Detect Contradictory Claims in COVID-19 Research (25 Jun 2022)
This blog post describes a research project that aimed to automatically process a massive body of COVID-19 literature to detect contradictions in research claims related to drug treatments using natural language processing (NLP) and machine learning. The post details the steps taken to extract relevant claims from the CORD-19 dataset, identify sentences that could be compared, create an annotated set of similar drug-related research claims, and detect contradictions between pairs of papers. The post also discusses the models used, the results obtained, and potential use cases for the research findings.
