Skip to content

Character-Aware Neural Language Models (Yoon Kim), lstm-char-cnn

Notifications You must be signed in to change notification settings

SeonbeomKim/TensorFlow-lstm-char-cnn

Repository files navigation

TensorFlow-lstm-char-cnn

Character-Aware Neural Language Models (Yoon Kim), lstm-char-cnn

Paper

Dataset

  • PennTreebank(PTB)

Perplexity

  • Paper large_test_ppl: 78.9
  • Paper small_test_ppl: 92.3
  • My result
    • large_test_ppl: 94.95
    • small_test_ppl: 97.59

      PPL

Nearest neighbor words (based on cosine similarity)

  • paper

    p_cosine_similarity

  • large model

    l_cosine_similarity

  • small model

    s_cosine_similarity

About

Character-Aware Neural Language Models (Yoon Kim), lstm-char-cnn

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages