Technological troubleshooting based on sentence embedding with deep transformers

AL Alfeo, MGCA Cimino, G Vaglini - Journal of Intelligent Manufacturing, 2021 - Springer
In nowadays manufacturing, each technical assistance operation is digitally tracked. This
results in a huge amount of textual data that can be exploited as a knowledge base to …

Web forum retrieval and text analytics: A survey

D Hoogeveen, L Wang, T Baldwin… - … and Trends® in …, 2018 - nowpublishers.com
This survey presents an overview of information retrieval, natural language processing and
machine learning research that makes use of forum data, including both discussion forums …

Preferred answer selection in stack overflow: Better text representations... and metadata, metadata, metadata

S Xu, A Bennett, D Hoogeveen, JH Lau… - Proceedings of the …, 2018 - aclanthology.org
Community question answering (cQA) forums provide a rich source of data for facilitating
non-factoid question answering over many technical domains. Given this, there is …

Domain-agnostic document and question classification using natural language processing techniques

S Supraja - 2022 - dr.ntu.edu.sg
This thesis addresses the classification of documents and questions to domain-agnostic
class labels. Domain refers to the subject matter with which the class labels are associated …

Efficient answer-annotation for frequent questions

M Zlabinger, N Rekabsaz, S Zlabinger… - … Conference of the Cross …, 2019 - Springer
Ground truth is a crucial resource for the creation of effective question-answering (QA)
systems. When no appropriate ground truth is available, as it is often the case in domain …

[PDF][PDF] Question Retrieval based on Community Question Answering

BS among Retrieval - repository.tudelft.nl
Community question answering (CQA) platforms provide a social environment for users to
share knowledge online. Users can submit complex and subjective questions on CQA …

[PDF][PDF] Question Answering for Health Forums

JR Sanjay - 2019 - web2py.iiit.ac.in
In today's world, users prefer getting a precise answer to their questions rather than a set of
relevant documents provided by search engines. It has led to the immense popularity of …

Efficient Answer-Annotation for Frequent Questions

A Hanbury - … , and Interaction: 10th International Conference of …, 2019 - books.google.com
Ground truth is a crucial resource for the creation of effective question-answering (QA)
systems. When no appropriate ground truth is available, as it is often the case in domain …

Retrieving and ranking similar questions and data-driven answer selection in community question answering systems

V Dhrisya, KSV Kumar - … and Technology for Society, Energy and …, 2018 - taylorfrancis.com
New questions have an increased chance of directly obtaining a relevant answer by
browsing from the archives, in lieu of waiting for a while to get a fresh response. This …

Identifying Semantically Similar Questions in Social Q&A Communities

김범수 - 2018 - s-space.snu.ac.kr
SQA communities are an impressive instance of knowledge sharing over the Web. A
tremendous number of questions are asked and answered every minute in prospering SQA …