Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach.

[BibT_eX]

[DOI]

Liyan Xu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Enhancing Cross-lingual Transfer via Phonemic Transcription Integration.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

PV2TEA: Patching Visual Modality to Textual-Established Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog.

[BibT_eX]

[DOI]

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Multi-Feature Representation Based COVID-19 Risk Stage Evaluation With Transfer Learning.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

KGGen: A Generative Approach for Incipient Knowledge Graph Population.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Reply to issues about entitymetrics and paper-entity citation network.

[BibT_eX]

[DOI]

Scientometrics, 2022

Hierarchical GAN-Tree and Bi-Directional Capsules for multi-label image classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Beyond correlation: Towards matching strategy for causal inference in Information Science.

[BibT_eX]

[DOI]

J. Inf. Sci., 2022

Team power dynamics and team impact: New perspectives on scientific collaboration using career age as a proxy for team power.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2022

Contributorship in scientific collaborations: The perspective of contribution-based byline orders.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2022

Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction.

[BibT_eX]

[DOI]

CoRR, 2022

OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Sparse Imbalanced Drug-Target Interaction Prediction via Heterogeneous Data Augmentation and Node Similarity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Analyzing knowledge entities about COVID-19 using entitymetrics.

[BibT_eX]

[DOI]

Scientometrics, 2021

Team Power and Hierarchy: Understanding Team Success.

[BibT_eX]

[DOI]

CoRR, 2021

Emotional Deep Learning Programming Controller for Automatic Voltage Control of Power Systems.

[BibT_eX]

[DOI]

IEEE Access, 2021

Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Rich Networks.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

All You Need to Know to Build a Product Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Semi-supervised Relation Extraction via Incremental Meta Self-Training.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Generative temporal link prediction via self-tokenized sequence modeling.

[BibT_eX]

[DOI]

World Wide Web, 2020

Extracting Medical Knowledge from Crowdsourced Question Answering Website.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2020

Co-contributorship network and division of labor in individual scientific collaborations.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2020

Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection.

[BibT_eX]

[DOI]

CoRR, 2020

Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering.

[BibT_eX]

[DOI]

CoRR, 2020

CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection.

[BibT_eX]

[DOI]

CoRR, 2020

Attribute2vec: Deep Network Embedding Through Multi-Filtering GCN.

[BibT_eX]

[DOI]

CoRR, 2020

Octet: Online Catalog Taxonomy Enrichment with Self-Supervision.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Entity Synonym Discovery via Multipiece Bilateral Context Matching.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Semantic Matching and Aggregation Network for Few-shot Intent Detection.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Low-shot Learning in Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

Med2Meta: Learning Representations of Medical Concepts with Meta-embeddings.

[BibT_eX]

[DOI]

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

Med2Meta: Learning Representations of Medical Concepts with Meta-Embeddings.

[BibT_eX]

[DOI]

CoRR, 2019

Hierarchical Semantic Correspondence Learning for Post-Discharge Patient Mortality Prediction.

[BibT_eX]

[DOI]

CoRR, 2019

Mixed Pooling Multi-View Attention Autoencoder for Representation Learning in Healthcare.

[BibT_eX]

[DOI]

CoRR, 2019

Structured Knowledge Discovery from Massive Text Corpus.

[BibT_eX]

[DOI]

Chenwei Zhang

CoRR, 2019

Missing Movie Synergistic Completion across Multiple Isomeric Online Movie Knowledge Libraries.

[BibT_eX]

[DOI]

CoRR, 2019

SynonymNet: Multi-context Bilateral Matching for Entity Synonyms.

[BibT_eX]

[DOI]

CoRR, 2019

MCVAE: Margin-based Conditional Variational Autoencoder for Relation Classification and Pattern Generation.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

AppNet: understanding app recommendation in Google Play.

[BibT_eX]

[DOI]

Proceedings of the 3rd ACM SIGSOFT International Workshop on App Market Analytics, 2019

Investigating scientific collaboration through the sequence of authors in the publication bylines and the diversity of collaborators.

[BibT_eX]

Yi Bu

Zaida Chinchilla-Rodríguez

Chenwei Zhang

Yong Huang

Cassidy R. Sugimoto

Proceedings of the 17th International Conference on Scientometrics and Informetrics, 2019

Missing Entity Synergistic Completion across Multiple Isomeric Online Knowledge Libraries.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Competitive Multi-agent Deep Reinforcement Learning with Counterfactual Thinking.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

An Analysis on Charitable Crowdfunding in an Authoritarian Regime.

[BibT_eX]

[DOI]

Shengnan Yang

Chenwei Zhang

Wenjuan Sang

Proceedings of the Information... Anyone, Anywhere, Any Time, Any Way, 2019

Joint Slot Filling and Intent Detection via Capsule Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Multi-grained Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Understanding scientific collaboration: Homophily, transitivity, and preferential attachment.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2018

Finding Similar Medical Questions from Question Answering Websites.

[BibT_eX]

[DOI]

CoRR, 2018

Multi-Task Pharmacovigilance Mining from Social Media Posts.

[BibT_eX]

[DOI]

Shaika Chowdhury

Chenwei Zhang

Philip S. Yu

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

On the Generative Discovery of Structured Medical Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Deep Co-Investment Network Learning for Financial Assets.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Zero-shot User Intent Detection via Capsule Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Market Abnormality Period Detection via Co-movement Attention Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Data-driven Blockbuster Planning on Online Movie Knowledge Library.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Drugs and bitcoins: What role do bitcoins play in the darknet market? A preliminary study.

[BibT_eX]

[DOI]

Chenwei Zhang

Ruibin Wei

Xiaozhong Liu

Proceedings of the Building & Sustaining an Ethical Future with Emerging Technology, 2018

2017

Fault tree analysis based on TOPSIS and triangular fuzzy number.

[BibT_eX]

[DOI]

Int. J. Syst. Assur. Eng. Manag., 2017

Standing on the shoulders of giants.

[BibT_eX]

[DOI]

J. Informetrics, 2017

Understanding the Correlations between Social Attention and Topic Trends of Scientific Publications.

[BibT_eX]

[DOI]

J. Data Inf. Sci., 2017

CHRS: Cold Start Recommendation Across Multiple Heterogeneous Information Networks.

[BibT_eX]

[DOI]

IEEE Access, 2017

Dynamic Scholarly Collaborator Recommendation via Competitive Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Yang Zhang

Chenwei Zhang

Xiaozhong Liu

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

BL-MNE: Emerging Heterogeneous Social Network Embedding Through Broad Learning with Aligned Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Broad Learning based Multi-Source Collaborative Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Bringing semantic structures to user intent detection in online medical queries.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Does collaboration bring high-impact studies? A preliminary study.

[BibT_eX]

[DOI]

Proceedings of the Diversity of Engagement: Connecting People and Information in the Physical and Virtual Worlds, 2017

Deep Domain Adaptation with a Few Samples for Face Identification.

[BibT_eX]

[DOI]

Fucheng You

Yue Cao

Chenwei Zhang

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016

An Evidential Spam-Filtering Framework.

[BibT_eX]

[DOI]

Cybern. Syst., 2016

Mining User Intentions from Medical Queries: A Neural Network Based Heterogeneous Jointly Modeling Approach.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Research on the strategy of "Go-global" for hydropower engineering construction enterprises.

[BibT_eX]

[DOI]

Chenwei Zhang

Yisheng Liu

Proceedings of the International Conference on Logistics, Informatics and Service Sciences, 2016

Augmented LSTM Framework to Construct Medical Self-Diagnosis Android.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Discourse Relation Sense Classification Systems for CoNLL-2016 Shared Task.

[BibT_eX]

[DOI]

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning: Shared Task, 2016

Multi-source Hierarchical Prediction Consolidation.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

A lead-lag analysis of the topic evolution patterns for preprints and publications.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2015

2014

A new method to determine basic probability assignment using core samples.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Query-based composition for large-scale language model in LVCSR.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Study of waveform generation in simulation torque-loading system based on LabVIEW.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Control and Automation, 2013

Chenwei Zhang

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