Information Bottleneck for NLP (parsing & summarization)

Chien-Sheng (Jason) Wu
Process My Language
6 min readMar 1, 2020

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I’d like to share about two papers about information bottleneck applications in NLP, both of them are from EMNLP 2019 and the first one won the best paper award:

  • Specializing Word Embeddings (for Parsing) by Information Bottleneck. Li and Eisner, EMNLP 19. (Best Paper Award)
  • BottleSum: Unsupervised and Self-supervised Sentence Summarization…

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