SemEval-2017 task 3: Community question answering

P Nakov, D Hoogeveen, L Màrquez, A Moschitti… - arxiv preprint arxiv …, 2019 - arxiv.org
We describe SemEval-2017 Task 3 on Community Question Answering. This year, we reran
the four subtasks from SemEval-2016:(A) Question-Comment Similarity,(B) Question …

Learning english and arabic question similarity with siamese neural networks in community question answering services

N Othman, R Faiz, K Smaïli - Data & Knowledge Engineering, 2022 - Elsevier
In this paper, we tackle the task of similar question retrieval (QR) which is essential for
Community Question Answering (cQA) and aims to retrieve historical questions that are …

Language processing and learning models for community question answering in Arabic

S Romeo, G Da San Martino, Y Belinkov… - Information Processing …, 2019 - Elsevier
In this paper we focus on the problem of question ranking in community question answering
(cQA) forums in Arabic. We address the task with machine learning algorithms using …

Enhancing question retrieval in community question answering using word embeddings

N Othman, R Faiz, K Smaïli - Procedia Computer Science, 2019 - Elsevier
Abstract Community Question Answering (CQA) services have evolved into a popular way of
online information seeking, where users can interact and exchange knowledge in the form of …

ARABIC QUESTION ANSWERING ON THE HOLY QUR'AN

RR Malhas - 2023 - qspace.qu.edu.qa
In this dissertation, we address the need for an intelligent machine reading at scale (MRS)
Question Answering (QA) system on the Holy Qur'an, given the permanent interest of …

Manhattan siamese LSTM for question retrieval in community question answering

N Othman, R Faiz, K Smaïli - On the Move to Meaningful Internet Systems …, 2019 - Springer
Abstract Community Question Answering (cQA) are platforms where users can post their
questions, expecting for other users to provide them with answers. We focus on the task of …

A document descriptor using covariance of word vectors

M Torki - Proceedings of the 56th Annual Meeting of the …, 2018 - aclanthology.org
In this paper, we address the problem of finding a novel document descriptor based on the
covariance matrix of the word vectors of a document. Our descriptor has a fixed length …

A multi-approach to community question answering

Y El Adlouni, H Rodríguez, M Meknassi… - Expert Systems with …, 2019 - Elsevier
In this paper we face the problem of Community Question Answering for the Arabic
language. In this setting, a member of the community posts an initial query expressed in …

Arabic medical community question answering using ON-LSTM and CNN

HAMN Balla, M Llorens Salvador… - Proceedings of the 2022 …, 2022 - dl.acm.org
In this paper, we address the problem of Arabic community question answering. We propose
a model that leverages both the archived question and answer representations in the …

Improving the community question retrieval performance using attention-based siamese LSTM

N Othman, R Faiz, K Smaïli - … on Applications of Natural Language to …, 2020 - Springer
In this paper, we focus on the problem of question retrieval in community Question
Answering (cQA) which aims to retrieve from the community archives the previous questions …