Methods › Natural Language Processing › Question Answering Models › EMQAP
EMQAP
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
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.
Papers archive 2025-07-28
1 shown of 1, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework 13 Sep 2021 · 1 repository · arXiv:2109.05897Syntology ran 1 of 9 samples · 8 unverified
Tasks archive 2025-07-28
3 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections