no code implementations • 5 Dec 2021 • Di Jin, Elena Sergeeva, Wei-Hung Weng, Geeticka Chauhan, Peter Szolovits
In this review, we focus on the interpretability of the DL models in healthcare.
no code implementations • WS 2019 • Elena Sergeeva, Henghui Zhu, Amir Tahmasebi, Peter Szolovits
Since the introduction of context-aware token representation techniques such as Embeddings from Language Models (ELMo) and Bidirectional Encoder Representations from Transformers (BERT), there has been numerous reports on improved performance on a variety of natural language tasks.
no code implementations • SEMEVAL 2018 • Di Jin, Franck Dernoncourt, Elena Sergeeva, Matthew McDermott, Geeticka Chauhan
SemEval 2018 Task 7 tasked participants to build a system to classify two entities within a sentence into one of the 6 possible relation types.
no code implementations • 6 Mar 2018 • Willie Boag, Elena Sergeeva, Saurabh Kulshreshtha, Peter Szolovits, Anna Rumshisky, Tristan Naumann
Clinical notes often describe important aspects of a patient's stay and are therefore critical to medical research.