NLP Project: Automated Question Answering from FAQs Using Word-Embeddings




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In this session we will build a question answering system to automatically answer questions by the end user through looking up the FAQs and retrieving the closest question and answer as appropriate. In this NLP python task, you will learn basic text processing and ways to compute sentence similarity. We will start with simple representations of a sentence like the bag of words and move on to more sophisticated text embeddings such as word2vec and glove. If time permits, we might also examine more state of the art embedding techniques in NLP for this task. If you’re interested in receiving the access to stepwise analysis done in this video, please share your email address in this google form https://docs.google.com/forms/d/e/1FAIpQLSftPocVKOMqioOK66wl0Zo7kyA_jCXmiQWZ-rLtliGYxcvNKQ/viewform and we will send it to you within 48 hours.

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Comment List

  • Springboard India
    December 18, 2020

    Hi Team,
    Can you please share the code. I have already shared my email_id with you.

    BTW a very nice video Ma'm. I would like to try it by myself

  • Springboard India
    December 18, 2020

    I have filled the form long ago but didn't get the code . Please share with me

  • Springboard India
    December 18, 2020

    jai shri raam

  • Springboard India
    December 18, 2020

    I have filled the form, Can you please help me with source code

  • Springboard India
    December 18, 2020

    I have filled the form few months before , but till I didn't get the code file 🧐

  • Springboard India
    December 18, 2020

    Can I get the note book

  • Springboard India
    December 18, 2020

    I filled the for more than 3 times.few seconds back also I filled it.but didn't get any mail from you
    .and where can I download the dataset?

  • Springboard India
    December 18, 2020

    Hi! I was wondering if I can get the Notebook. I have filled in the form two times but didn't get a response.

  • Springboard India
    December 18, 2020

    I filled the form 4 days before but i didn't receive an email please send me this file.

  • Springboard India
    December 18, 2020

    this is one of few good things happened to 2020

  • Springboard India
    December 18, 2020

    Have not received the notebook…Please send it to my mail ID mentioned in the form

  • Springboard India
    December 18, 2020

    Hey, can you please share the data used here with me? I have already filled in the google form.

  • Springboard India
    December 18, 2020

    Awesome explanation much more appreciated would u guys share the notebook

  • Springboard India
    December 18, 2020

    Greater session, I have already filled the form 3-4 days ago,but i didn't receive it.please send me the code,it's urgent

  • Springboard India
    December 18, 2020

    I have already filled the form, please send me the code

  • Springboard India
    December 18, 2020

    Thanks for the tutorial..
    I am looking for a similar use case where for a user query we have to give an abstractive summarization from a document.
    It will be a great help if u guys come up with a video on query based abstractive summarization.

  • Springboard India
    December 18, 2020

    how to measure Exact match and f1 score of this code?

  • Springboard India
    December 18, 2020

    So if we different scenario , where we want to extract span of text which answer our question rather then returning whole sentence what should we do?

  • Springboard India
    December 18, 2020

    Hi, It's really a great video. I have already filled up the form last week for the code but haven't received it yet. Kindly send me the code

  • Springboard India
    December 18, 2020

    Hi. I recently filled the form for getting the stepwise analysis. I dint receive it yet.

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