Questions tagged [question-answering]

For questions about the question answering discipline, which is concerned with building systems that automatically answer questions posed by humans in a natural language.

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What is the "question" when using Dynamic Memory Networks to do part-of-speech tagging and sentiment analysis?

In the paper Ask Me Anything: Dynamic Memory Networks for Natural Language Processing the authors described a Dynamic Memory Network in the context of question answering. Then, they also tested the ...
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Will structured knowledge bases continue to be used in question answering with the likes of BERT gaining popularity?

This may come across as an open and opinion-based question, I definitely want to hear expert opinions on the subject, but I am also looking for references to materials that I can read deeply. One of ...
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Are there any approaches other than deep learning to deal with unexpected questions in a question answering system?

I'm working on a question answering bot as my graduation project. The main concept is having a text file with many sentences, and building a question answering bot which answers a user's question ...
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Can Facebook's LASER be used like BERT?

Can Facebook's LASER be fine-tuned like BERT for Question Answering tasks or Sentiment Analysis? From my understanding, they created an embedding that allows for similar words in different languages ...
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Is there a survey that describes the most effective approaches for an answer retrieval problem?

I have a dataset that contains pairs of a question and an answer. My problem is to train a model that can search for the right answer from the pool of my answers given the newly input question, so ...
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Predicting yes/no questions with input query

If I have information about a person e.g. their lifestyle, how big is their house, where they live, their income history, I can build a model to predict their future income. But what if my task is not ...
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How does BERT answer questions?

I have been trying to understand how the BERT model works. Specifically, I am trying to understand how it picks up answers to questions on a given passage. I have tried following this blog post and, ...