The Natural Language Decathlon: Multitask Learning as Question Answering

ICLR 2019 Bryan McCannNitish Shirish KeskarCaiming XiongRichard Socher

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 particularities of a single metric, dataset, and task... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Natural Language Inference MultiNLI MQAN Accuracy 72.8 # 1