5 citations · 5 across the 3 of their papers we have counts for
4 papers · 1 filter
Efficient Retrieval Optimized Multi-task Learning
Hengxin Fun, Sunil Gandhi, Sujith Ravi
Recently, there have been significant advances in neural methods for tackling knowledge-intensive tasks such as open domain question answering (QA). These advances are fueled by co…
GoEmotions: A Dataset of Fine-Grained Emotions
Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko +3
Understanding emotion expressed in language has a wide range of applications, from building empathetic chatbots to detecting harmful online behavior. Advancement in this area can b…
ProFormer: Towards On-Device LSH Projection Based Transformers
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
At the heart of text based neural models lay word representations, which are powerful but occupy a lot of memory making it challenging to deploy to devices with memory constraints…
Conversational flow in Oxford-style debates
Justine Zhang, Ravi Kumar, Sujith Ravi +1
Public debates are a common platform for presenting and juxtaposing diverging views on important issues. In this work we propose a methodology for tracking how ideas flow between p…