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Found 6 papers, 2 papers with code
QAnswer: Towards Question Answering Search over Websites
Question Answering (QA) is increasingly used by search engines to provide results to their end-users, yet very few websites currently use QA technologies for their search functionality.
Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints
In this work, we demonstrate that this strategy is sub-optimal for fine-tuning QA models, especially under a low QA annotation budget, which is a usual setting in practice due to the extractive QA labeling cost.
Wikidata as a seed for Web Extraction
On the other side, most of the information on the Web is not published in highly structured data repositories like Wikidata, but rather as unstructured and semi-structured content, more concretely in HTML pages containing text and tables.
QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
The ability to have the same experience for different user groups (i. e., accessibility) is one of the most important characteristics of Web-based systems.
Ranked #1 on
Knowledge Base Question Answering
on QALD-9-Plus
IntKB: A Verifiable Interactive Framework for Knowledge Base Completion
(ii) Our system is designed such that it continuously learns during the KB completion task and, therefore, significantly improves its performance upon initial zero- and few-shot relations over time.
Towards a Question Answering System over the Semantic Web
It is able to query several KBs simultaneously, in different languages, and can easily be ported to other KBs and languages.
