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Methods used: Cosine Similarity with Glove, Smooth Inverse Frequency, Word Movers Difference, Sentence Embedding Models (Infersent and Google Sentence Encoder), ESIM with pre-trained FastText embedding. Best performing method on Quora Question pair dataset was an Ensemble method with 0.27 log-loss.

Jupyter Notebook 94.86% Python 5.14%

semantic-similarity-of-sentences's Introduction

  • ๐Ÿ‘‹ Hi, Iโ€™m @ijaz_PhD, PhD Student at University de LIeida, Spain
  • ๐Ÿ‘€ Iโ€™m interested in NLP tasks especially text similairty, classification and other text analytics.
  • ๐ŸŒฑ Iโ€™m currently learning text similairty, classification and other text analytics.
  • ๐Ÿ’ž๏ธ Iโ€™m looking to collaborate on research papers relevant to nlp implication in e-learning systems.
  • ๐Ÿ“ซ How to reach me .by email : [email protected]

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