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How to implement Semantic Search in R or Python



2019 Community Moderator ElectionWhat algorithms should I use to perform job classification based on resume data?Can we quantify how position within search results is related to click-through probability?Hyperparameter search for LSTM-RNN using Keras (Python)How to implement a BiLSTM to classify speech dataHow to implement a basic query management and recommendation systemHow to automatically verify official documents?Efficient search for a Triples dataHow to implement keras LSTM time seriesSemantic segmentation dataset inspectionWord embeddings for Information Retrieval - Document search?










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I have a task to provide semantic searching capabilities. For example, if I have a dataset of resume and if I search for "machine learning" than it should return me all resumes which have data science-related skills despite of missing "machine learning" keyword. How do we search the data through its meaning and related keywords I wonder? I have checked many algorithms also Like LSA, LDA, LSI but cannot find a resource which gives the implementation of the above.










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    1












    $begingroup$


    I have a task to provide semantic searching capabilities. For example, if I have a dataset of resume and if I search for "machine learning" than it should return me all resumes which have data science-related skills despite of missing "machine learning" keyword. How do we search the data through its meaning and related keywords I wonder? I have checked many algorithms also Like LSA, LDA, LSI but cannot find a resource which gives the implementation of the above.










    share|improve this question









    New contributor




    Yash Kanojia is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
    Check out our Code of Conduct.







    $endgroup$














      1












      1








      1





      $begingroup$


      I have a task to provide semantic searching capabilities. For example, if I have a dataset of resume and if I search for "machine learning" than it should return me all resumes which have data science-related skills despite of missing "machine learning" keyword. How do we search the data through its meaning and related keywords I wonder? I have checked many algorithms also Like LSA, LDA, LSI but cannot find a resource which gives the implementation of the above.










      share|improve this question









      New contributor




      Yash Kanojia is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.







      $endgroup$




      I have a task to provide semantic searching capabilities. For example, if I have a dataset of resume and if I search for "machine learning" than it should return me all resumes which have data science-related skills despite of missing "machine learning" keyword. How do we search the data through its meaning and related keywords I wonder? I have checked many algorithms also Like LSA, LDA, LSI but cannot find a resource which gives the implementation of the above.







      machine-learning deep-learning information-retrieval similar-documents






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      Yash Kanojia is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.











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      asked 15 hours ago









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