Kelvin Guu

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Genomics and Phylogenetic Studies

Most-Cited Works

• → REALM: Retrieval-Augmented Language Model Pre-Training(2020)513 cited
• → Generating Sentences by Editing Prototypes(2018)290 cited
• → Traversing Knowledge Graphs in Vector Space(2015)270 cited
• Retrieval Augmented Language Model Pre-Training(2020)
• → From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood(2017)148 cited
• → Transforming Question Answering Datasets Into Natural Language Inference Datasets(2018)122 cited
• → A Retrieve-and-Edit Framework for Predicting Structured Outputs(2018)102 cited
• → RARR: Researching and Revising What Language Models Say, Using Language Models(2023)84 cited
• → Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models(2020)72 cited