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Sonal Gupta
Sonal Gupta is a natural language researcher at Viv Labs working on improving language understanding by virtual assistants. She has a PhD from Stanford where she worked on information extraction using weakly supervised learning techniques.
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authoredAnalyzing the Dynamics of Research by Extracting Key Aspects of Scientific Paperspaper ↗authoredBetter Fine-Tuning by Reducing Representational Collapsepaper ↗authoredBootstrapped Self Training for Knowledge Base Populationpaper ↗authoredCCQA: A New Web-Scale Question Answering Dataset for Model Pre-Trainingpaper ↗authoredCatching the drift: learning broad matches from clickthrough datapaper ↗authoredConversational Semantic Parsingpaper ↗authoredCross-lingual Transfer Learning for Multilingual Task Oriented Dialogpaper ↗authoredDistantly Supervised Information Extraction Using Bootstrapped Patternspaper ↗authoredDistributed Representations of Words to Guide Bootstrapped Entity Classifierspaper ↗authoredDomain-matched Pre-training Tasks for Dense Retrievalpaper ↗authoredEASE: Extractive-Abstractive Summarization with Explanationspaper ↗