Summarizing answers in non-factoid community question-answering

H Song, Z Ren, S Liang, P Li, J Ma… - Proceedings of the Tenth …, 2017 - dl.acm.org
We aim at summarizing answers in community question-answering (CQA). While most
previous work focuses on factoid question-answering, we focus on the non-factoid question …

Document summarization for answering non-factoid queries

E Yulianti, RC Chen, F Scholer, WB Croft… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
We formulate a document summarization method to extract passage-level answers for non-
factoid queries, referred to as answer-biased summaries. We propose to use external …

[PDF][PDF] Community answer summarization for multi-sentence question with group l1 regularization

W Chan, X Zhou, W Wang, TS Chua - Proceedings of the 50th …, 2012 - aclanthology.org
We present a novel answer summarization method for community Question Answering
services (cQAs) to address the problem of “incomplete answer”, ie, the “best answer” of a …

AnswerSumm: A manually-curated dataset and pipeline for answer summarization

AR Fabbri, X Wu, S Iyer, H Li, M Diab - arXiv preprint arXiv:2111.06474, 2021 - arxiv.org
Community Question Answering (CQA) fora such as Stack Overflow and Yahoo! Answers
contain a rich resource of answers to a wide range of community-based questions. Each …

Joint learning of answer selection and answer summary generation in community question answering

Y Deng, W Lam, Y Xie, D Chen, Y Li, M Yang… - Proceedings of the AAAI …, 2020 - aaai.org
Community question answering (CQA) gains increasing popularity in both academy and
industry recently. However, the redundancy and lengthiness issues of crowdsourced …

Summarizing answers for community question answer services

V Pande, T Mukherjee, V Varma - … Processing and Knowledge in the Web …, 2013 - Springer
This paper presents a novel answer summarization approach for community Question
Answering services (cQAs) to address the problem of “incomplete answer”, ie, missing …

Exploring heterogeneous features for query-focused summarization of categorized community answers

W Wei, ZY Ming, L Nie, G Li, J Li, F Zhu, T Shang… - Information …, 2016 - Elsevier
Community-based question answering (cQA) is a popular type of online knowledge-sharing
web service where users ask questions and obtain answers contributed by others. To …

Concise answers to complex questions: Summarization of long-form answers

A Potluri, F Xu, E Choi - arXiv preprint arXiv:2305.19271, 2023 - arxiv.org
Long-form question answering systems provide rich information by presenting paragraph-
level answers, often containing optional background or auxiliary information. While such …

Bridging hierarchical and sequential context modeling for question-driven extractive answer summarization

Y Deng, W Zhang, Y Li, M Yang, W Lam… - Proceedings of the 43rd …, 2020 - dl.acm.org
Non-factoid question answering (QA) is one of the most extensive yet challenging
application and research areas of retrieval-based question answering. In particular, answers …

Cqasumm: Building references for community question answering summarization corpora

T Chowdhury, T Chakraborty - Proceedings of the ACM india joint …, 2019 - dl.acm.org
Answers submitted to CQA forums are often elaborate, contain spam, are marred by slurs
and business promotions. It is difficult for a reader to go through numerous such answers to …