Sidharth Mudgal

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Data Quality and Management, Speech and dialogue systems, Semantic Web and Ontologies

Most-Cited Works

• → Deep Learning for Entity Matching(2018)509 cited
• → Generalizing Word Embeddings using Bag of Subwords(2018)50 cited
• → Human-in-the-Loop Challenges for Entity Matching(2017)28 cited
• → Entity Matching Meets Data Science(2019)22 cited
• → A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems(2021)17 cited
• Toward a System Building Agenda for Data Integration (and Data Science).(2018)
• → Continuous Learning for Large-scale Personalized Domain Classification(2019)4 cited
• → Controlled Decoding from Language Models(2023)2 cited
• → DEEP LEARNING FOR SEMANTIC MATCHING: A SURVEY(2021)2 cited