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This repo has the code for the paper "Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework" accepted at EMNLP 2021 Findings.

Python 4.45% Jupyter Notebook 0.89% HTML 94.66%

nlp question-answering natural-language-understanding emnlp bert conference-paper dataset natural-language-processing qa

emnlp-2021-findings's Introduction

Hi there 👋

I'm Abhilash Nandy, PhD Student in CSE, IIT Kharagpur, India. I work on domain-specific Natural Language Processing Applications. Check out my homepage and My YouTube Channel!

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emnlp-2021-findings's Issues

Cannot find the full Samsung S10 dataset

Dear author,
In experiments in the paper are conducted on the Samsung S10 dataset. However, I cannot find the Samsung S10 full dataset in the data folder (I can only find 50 QA pair examples). Will the full dataset be published?

Thank you very much.

Gradio App is not working

Hi @abhi1nandy2 ,
unfortunately your gradio web-app is not working anymore. Could you provide a working sample of your model?

All question-answer pairs of S10 QA and Smart TV/remote QA?

Hi,
It seems that the data only contains 50 QA samples for S10 QA and 684 samples for Smart TV/remote QA. Is the full dataset available?

Questions about missing function and data

Hi, I couldn't find the following information while trying to run the MTL scripts as well as fine tune variants scripts:

Contents of relation_df.csv: where can I find this file or how would one go about constructing it.
evaluate function referenced in https://github.com/abhi1nandy2/EMNLP-2021-Findings/blob/main/fine_tuning_variants_scripts/SR_infer_section.py#L113-L115 is missing in the repo.

It would be great if you could let us know. Thank you.

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