MDERank: A masked document embedding rank approach for unsupervised keyphrase extraction

L Zhang, Q Chen, W Wang, C Deng, SL Zhang… - arXiv preprint arXiv …, 2021 - arxiv.org
Keyphrase extraction (KPE) automatically extracts phrases in a document that provide a
concise summary of the core content, which benefits downstream information retrieval and …

Phrase2Vec: phrase embedding based on parsing

Y Wu, S Zhao, W Li - Information Sciences, 2020 - Elsevier
Text is one of the most common unstructured data, and usually, the most primary task in text
mining is to transfer the text into a structured representation. However, the existing text …

A novel topic clustering algorithm based on graph neural network for question topic diversity

Y Wu, X Wang, W Zhao, X Lv - Information Sciences, 2023 - Elsevier
In community question answering, many questions have no topic labeling or the topic
labeling is very diverse, which has become the biggest obstacle to building the bridge …

Community answer generation based on knowledge graph

Y Wu, S Zhao - Information Sciences, 2021 - Elsevier
Abstract Community Question Answering (CQA) has become an indispensable way for
modern people to share and acquire knowledge. It allows users to ask questions, which will …

Automatic computer science domain multiple-choice questions generation based on informative sentences

F Maheen, M Asif, H Ahmad, S Ahmad, F Alturise… - PeerJ Computer …, 2022 - peerj.com
Students require continuous feedback for effective learning. Multiple choice questions
(MCQs) are extensively used among various assessment methods to provide such …

A novel community answer matching approach based on phrase fusion heterogeneous information network

Y Wu, S Zhao, R Guo - Information Processing & Management, 2021 - Elsevier
Abstract Community Question Answering (CQA) allows users to ask or answer questions in
a social way, so it is becoming the primary means for people acquiring knowledge …

Community answer recommendation based on heterogeneous semantic fusion

Y Wu, H Yin, Q Zhou, J Dong, D Wei, D Liu - Expert Systems with …, 2024 - Elsevier
The community question-answering system has gradually replaced the search engine as the
primary way for people to acquire and share knowledge. Users' interactive behavior …

HAMNER: Headword amplified multi-span distantly supervised method for domain specific named entity recognition

S Liu, Y Sun, B Li, W Wang, X Zhao - … of the AAAI Conference on Artificial …, 2020 - ojs.aaai.org
Abstract To tackle Named Entity Recognition (NER) tasks, supervised methods need to
obtain sufficient cleanly annotated data, which is labor and time consuming. On the contrary …

ParsingPhrase: parsing-based automated quality phrase mining

Y Wu, S Zhao, S Dou, J Li - Information Sciences, 2023 - Elsevier
Phrases represent independent semantics in natural language but usually have
indeterminate lengths and different combinations. So, extracting meaningful phrases from …

Quad-Faceted Feature-Based Graph Network for Domain-Agnostic Text Classification to Enhance Learning Effectiveness

S Supraja, AWH Khong - IEEE Transactions on Computational …, 2024 - ieeexplore.ieee.org
Enhancing learning effectiveness requires one to define suitable learning outcomes and
align assessment constructs with these outcomes. We present a quad-faceted feature-based …