Using FuzzyBIO also improves end-to-end performance for continuous and composite entities in two of three data sets.
Experimental results show that BERT models are vulnerable to variation in the entity context with 20. 2 to 45. 0% of entities predicted completely wrong and another 29. 3 to 53. 3% of entities predicted wrong partially.
Although a lot of correct and useful information is shared through channels such as Twitter, it has also become a home ground for misinformation on COVID-19.
Social and Information Networks Computers and Society
In the medical domain, user-generated social media text is increasingly used as a valuable complementary knowledge source to scientific medical literature.
The unprompted patient experiences shared on patient forums contain a wealth of unexploited knowledge.