Easiest way to Custom Train Question Answering System | NLP | Data Science | Deep Learning

Video shows the training Question Answering model using Haystack Framework using own dataset.

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[enchanted_swiftie]

Once we train the model with our dataset, why can't we just ask the question without providing the context? Is it possible to train the model with my data and then at the inference time, I just pass the question? (For the Generative question answering)

[Muckyvee]

I have been trying to make a custom dataset to evaluate a downstream task for finetuning on the squad - I'm getting an error message out of range index. Could you share the code or notebook for CSV into JSON for pre-processing with SQUAD please? Or direct me to where I can find this information. Appreciated...i am quite new to NLP -Thank you

[mshabanaazmi]

Hi, your work amazing...thanks....I am using haystack to run model downloaded from hugging face....but FarmReader giving error to load the model, when loading model from local, like some or other files not found.... could you please help to solve the issue

[kishorekarunakarapoojary]

how to do this in local system showing haystack module not found error
on windows

[amnasherafal]

Hello I wanted to ask if I have multiple answers to a single question in the same context at different positions can it be trained on that?

[satyaprasadmohanty]

can i use multiple dataset to train my model like SQuAD, DocVQA and my own custom dataset? if yes then plz tell how to do it?

[jithinreddy]

Hi is there any way to ask questions without giving context each and every time, insted simply uploading dataset of contexts

[sabarikrishna]

Thank you for this video this was what i was searching for ❤.
Is this method applicable for only English language can i use this technique to build a question answering system for some other language other than English?

[harshalkhamkar]

How to build a search system and upload data in Documentstore to query it? Can we integrate Haystack with API to enable asking question through UI?

[abhishekprakash]

its also generate short answers, how to generate long answers ...my custom datasets