Richard Socher19 papers on this site (2011–2024)Large Language Models: A SurveyShervin Minaee, Tomas Mikolov, Narjes Nikzad, et al.2024GeDi: Generative Discriminator Guided Sequence GenerationBen Krause, Akhilesh Deepak Gotmare, Bryan McCann, et al.2021TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueChien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.2020CTRL: A Conditional Transformer Language Model for Controllable GenerationNitish Shirish Keskar, Bryan McCann, Lav R. Varshney, et al.2019Explain Yourself! Leveraging Language Models for Commonsense ReasoningNazneen Fatema Rajani, Bryan McCann, Caiming Xiong, et al.2019Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringAkari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, et al.2019Neural Text Summarization: A Critical EvaluationWojciech Kryscinski, Nitish Shirish Keskar, Bryan McCann, et al.2019The Natural Language Decathlon: Multitask Learning as Question AnsweringBryan McCann, Nitish Shirish Keskar, Caiming Xiong, et al.2018A Deep Reinforced Model for Abstractive SummarizationRomain Paulus, Caiming Xiong, Richard Socher2017Learned in Translation: Contextualized Word VectorsBryan McCann, James Bradbury, Caiming Xiong, et al.2017Non-Autoregressive Neural Machine TranslationJiatao Gu, James Bradbury, Caiming Xiong, et al.2017Regularizing and Optimizing LSTM Language ModelsStephen Merity, Nitish Shirish Keskar, Richard Socher2017A Joint Many-Task Model: Growing a Neural Network for Multiple NLP TasksKazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, et al.2016Dynamic Coattention Networks For Question AnsweringCaiming Xiong, Victor Zhong, Richard Socher2016Pointer Sentinel Mixture ModelsStephen Merity, Caiming Xiong, James Bradbury, et al.2016Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingAnkit Kumar, Ozan Irsoy, Peter Ondruska, et al.2015Grounded Compositional Semantics for Finding and Describing Images with SentencesRichard Socher, Andrej Karpathy, Quoc V. Le, et al.2014Better Word Representations with Recursive Neural Networks for MorphologyThang Luong, Richard Socher, Christopher Manning2013Semi-Supervised Recursive Autoencoders for Predicting Sentiment DistributionsRichard Socher, Jeffrey Pennington, Eric H. Huang, et al.2011