Andrew Drozdov

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Text Readability and Simplification, Speech Recognition and Synthesis

Most-Cited Works

• → Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders(2019)111 cited
• → Do latent tree learning models identify meaningful structure in sentences?(2018)96 cited
• → Compositional Semantic Parsing with Large Language Models(2022)39 cited
• → Emergent Communication in a Multi-Modal, Multi-Step Referential Game(2017)28 cited
• → Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders(2020)27 cited
• → Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders(2019)26 cited
• Emergent Language in a Multi-Modal, Multi-Step Referential Game.(2017)
• Learning to parse from a semantic objective: It works. Is it syntax?(2017)
• → Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders(2019)11 cited
• → PaRaDe: Passage Ranking using Demonstrations with LLMs(2023)9 cited