Never-ending learning for open-domain question answering over knowledge bases

A Abujabal, R Saha Roy, M Yahya… - Proceedings of the 2018 …, 2018 - dl.acm.org
Translating natural language questions to semantic representations such as SPARQL is a
core challenge in open-domain question answering over knowledge bases (KB-QA) …

Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation

Z Li, H Yan, C Zhang, F Tsung - Data Mining and Knowledge Discovery, 2022 - Springer
Individual passenger travel patterns have significant value in understanding passenger's
behavior, such as learning the hidden clusters of locations, time, and passengers. The …

Word embedding based correlation model for question/answer matching

Y Shen, W Rong, N Jiang, B Peng, J Tang… - Proceedings of the AAAI …, 2017 - ojs.aaai.org
The large scale of Q&A archives accumulated in community based question answering
(CQA) servivces are important information and knowledge resource on the web. Question …

Tracking user-role evolution via topic modeling in community question answering

C Fu - Information Processing & Management, 2019 - Elsevier
Community question answering (CQA) services that enable users to ask and answer
questions are popular on the internet. Each user can simultaneously play the roles of asker …

Mixing context granularities for improved entity linking on question answering data across entity categories

D Sorokin, I Gurevych - arXiv preprint arXiv:1804.08460, 2018 - arxiv.org
The first stage of every knowledge base question answering approach is to link entities in
the input question. We investigate entity linking in the context of a question answering task …

User intimacy model for question recommendation in community question answering

C Fu - Knowledge-Based Systems, 2020 - Elsevier
In this paper, we address the problem of automatic recommendation of new questions to
suitable users in community question answering (CQA). The major challenge is the accurate …

HCA: Hierarchical compare aggregate model for question retrieval in community question answering

MS Zahedi, M Rahgozar, RA Zoroofi - Information Processing & …, 2020 - Elsevier
We address the problem of finding similar historical questions that are semantically
equivalent or relevant to an input query question in community question-answering (CQA) …

Knowledge map construction for question and answer archives

M Li, X Lu, L Chen, J Wang - Expert Systems with Applications, 2020 - Elsevier
The rapid increase in the number of community-based question-and-answer services has
built up large archives of questions and answers. These archives deliver a plethora of …

User correlation model for question recommendation in community question answering

C Fu - Applied Intelligence, 2020 - Springer
In this paper, we address the problem of question recommendation that automatically
recommends a new question to suitable users to answer in community question answering …

Constrained BERT BiLSTM CRF for understanding multi-sentence entity-seeking questions

D Contractor, B Patra, P Singla - Natural Language Engineering, 2021 - cambridge.org
We present the novel task of understanding multi-sentence entity-seeking questions
(MSEQs), that is, the questions that may be expressed in multiple sentences, and that expect …