Ben Bogin

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Semantic Web and Ontologies, Speech and dialogue systems

Most-Cited Works

• → Evaluating Models’ Local Decision Boundaries via Contrast Sets(2020)255 cited
• → An autonomous debating system(2021)239 cited
• → Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing(2019)197 cited
• → Global Reasoning over Database Structures for Text-to-SQL Parsing(2019)113 cited
• → Language Generation with Recurrent Generative Adversarial Networks without Pre-training(2017)90 cited
• Evaluating NLP Models via Contrast Sets(2020)
• → Diverse Demonstrations Improve In-context Compositional Generalization(2023)51 cited
• Towards an argumentative content search engine using weak supervision.(2018)
• → Grammar-based Neural Text-to-SQL Generation(2019)45 cited
• → Evaluating Models' Local Decision Boundaries via Contrast Sets(2020)44 cited