Global Belief Recursive Neural Networks. - Romain Paulus; Richard Socher; Christopher D. Manning (NIPS, 2014)

Ask Me Anything: Dynamic Memory Networks for Natural Language Processing. - Ankit Kumar; Ozan Irsoy; Peter Ondruska; Mohit Iyyer; James Bradbury 002; Ishaan Gulrajani; Victor Zhong; Romain Paulus; Richard Socher (ICML, 2016)

Improving Abstraction in Text Summarization. - Wojciech Kryscinski; Romain Paulus; Caiming Xiong; Richard Socher (EMNLP, 2018)

A Deep Reinforced Model for Abstractive Summarization. - Romain Paulus; Caiming Xiong; Richard Socher (ICLR (Poster), 2018)

CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization. - Andre Esteva; Anuprit Kale; Romain Paulus; Kazuma Hashimoto; Wenpeng Yin 001; Dragomir R. Radev; Richard Socher (CoRR, 2020)

COVID-19 information retrieval with deep-learning based semantic search, question answering, and abstractive summarization. - Andre Esteva; Anuprit Kale; Romain Paulus; Kazuma Hashimoto; Wenpeng Yin 001; Dragomir Radev; Richard Socher (npj Digit. Medicine, 2021)