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jesse vig research scientist jesse vig home publications blog welcome i am a lead research scientist at salesforce ai research working on natural language processing explainable ai and human computer interaction my research explores diverse topics in nlp from developing models for text summarization and simplification to studying novel methods for interpreting language models i also enjoy creating visualization tools to enhance understanding of ai models such as the open source bertviz library for visualizing attention in transformers my research has been recognized with a best paper award at the intelligent user interfaces conference and was featured in the batch i am an avid blogger and enjoy creating user facing applications such as the award winning 100 years ago select publications bertology meets biology interpreting attention in protein language models jesse vig ali madani lav r varshney caiming xiong richard socher nazneen fatema rajani iclr 2021 paper blog visualization demo papers explained investigating gender bias in language models using causal mediation analysis jesse vig sebastian gehrmann yonatan belinkov sharon qian daniel nevo yaron singer stuart shieber equal contribution neurips 2020 spotlight paper poster summvis interactive visual analysis of models data and evaluation for text summarization jesse vig wojciech kryscinski karan goel nazneen fatema rajani acl system demonstrations 2021 paper demo video a multiscale visualization of attention in the transformer model jesse vig acl system demonstrations 2019 paper blog poster analyzing the structure of attention in a transformer language model jesse vig yonatan belinkov acl blackboxnlp workshop 2019 paper poster other projects 100 years ago winner of actions on google developer challenge 2017 jesse vig