Category: Tech

• Let’s catch up – It has been a while…

  

  My last blog post was on 3rd July 17, it has been a long time since I have posted anything here. I do have 5 posts in my drafts that I never got around completing over the last year, but I hope to publish them soon. On June 17 I moved to Bengaluru and since […]

  Shirish Kadam

  June 17, 2018

  2018, NLP, Python

  ADAM, Elasticsearch, Flask, NLProc, Python

• NLP: Question Classification using Support Vector Machines [spacy][scikit-learn][pandas]

  

  Past couple of months I have been working on a Question Answering System and in my upcoming blog posts, I would like to share some things I learnt in the whole process. I haven’t reached to a satisfactory accuracy with the answers fetched by the system, but it is work in progress. Adam QAS on […]

  Shirish Kadam

  July 3, 2017

  2017, ML, NLP

  ML, NLP, Python, Question Answering, spaCy, Supervised Learning, Support Vector Machine

• Why Natural Language Processing can be hard?

  

  Following are my notes for the video lectures of IIT-K, NPTEL, NLP course. (Not orgnanized properly, will do them soon.) “Language is the foundation of civilization. It is the glue that holds a people together. It is the first weapon drawn in a conflict.” –  Arrival (2016). Problems in NLP : Ambiguity Open Domain Relation […]

  Shirish Kadam

  February 13, 2017

  2017, NLP

  Ambiguity, NLP, Python, spaCy

• Dependency Parsing in NLP

  

  Syntactic Parsing or Dependency Parsing is the task of recognizing a sentence and assigning a syntactic structure to it. The most widely used syntactic structure is the parse tree which can be generated using some parsing algorithms. These parse trees are useful in various applications like grammar checking or more importantly it plays a critical role […]

  Shirish Kadam

  December 23, 2016

  2016, NLP

  Dependency Parsing, NLP, Python, Question Answering, spaCy, Syntactical Parsing

• The Process of Information Retrieval

  Originally posted on AMIT GUNJAL:
  Information Retrieval (IR) is the activity of obtaining information from large collections of Information sources in response to a need. The working of Information Retrieval process is explained below The Process of Information Retrieval starts when a user creates any query into the system through some graphical interface provided. These…

  Shirish Kadam

  November 27, 2016

  2016, ML, NLP

  Information Retrieval, NLP