674 citations
- University of Illinois ChicagoUS13 papers
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Showing 2018 · cs.CLShow all
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cs.CL2018★ 1 cited
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
Kazuma Hashimoto, Yoshimasa Tsuruoka
A major obstacle in reinforcement learning-based sentence generation is the large action space whose size is equal to the vocabulary size of the target-side language. To improve th…
cs.CL2018★ 333 cited
The Natural Language Decathlon: Multitask Learning as Question Answering
Bryan McCann, Nitish Shirish Keskar, Caiming Xiong +1
Deep learning has improved performance on many natural language processing (NLP) tasks individually. However, general NLP models cannot emerge within a paradigm that focuses on the…