LSTMs Exploit Linguistic Attributes of Data

@inproceedings{Liu2018LSTMsEL,
  title={LSTMs Exploit Linguistic Attributes of Data},
  author={Nelson F. Liu and Omer Levy and Roy Schwartz and Chenhao Tan and Noah A. Smith},
  booktitle={Rep4NLP@ACL},
  year={2018}
}

• Nelson F. Liu, Omer Levy, +2 authors Noah A. Smith
• Published in Rep4NLP@ACL 2018

Research Experience University of Washington Computer Science and Engineering Seattle, Washington Noah’s ARK Group Undergraduate Researcher September 2015 present • Investigated how the properties of natural language data affect RNN generalization; RNNs trained on non-linguistic tasks learn to pick up on linguistic features, and that such linguistic features aid generalization [1]. • Studied phonesthemes, a noted exception to the arbitrariness of language, by building models to extract them… CONTINUE READING

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