Question Answering Models

EMQAP, or E-Manual Question Answering Pipeline, is an approach for answering questions pertaining to electronics devices. Built upon the pretrained RoBERTa, it harbors a supervised multi-task learning framework which efficiently performs the dual tasks of identifying the section in the E-manual where the answer can be found and the exact answer span within that section.

Source: Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework

Papers


Paper Code Results Date Stars

Tasks


Task Papers Share
Community Question Answering 1 33.33%
Multi-Task Learning 1 33.33%
Question Answering 1 33.33%

Components


Component Type
RoBERTa
Transformers

Categories