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Ben Bogin

NLP PhD Student

Tel Aviv University

Hi! I’m a PhD student in Tel Aviv University, advised by Jonathan Berant. My main research interest is Natural Language Processing. I am mostly interested in semantic parsing and models that try to understand grounded, compositional communication.

Publications

Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering
Obtaining Faithful Interpretations from Compositional Neural Networks
Global Reasoning over Database Structures for Text-to-SQL Parsing
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing
Grammar-based Neural Text-to-SQL Generation
Emergence of Communication in an Interactive World with Consistent Speakers
Towards an argumentative content search engine using weak supervision
Language Generation with Recurrent Generative Adversarial Networks without Pre-training