Xiaozhong Liu

According to our database1, Xiaozhong Liu authored at least 132 papers between 2007 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2021
Chronological citation recommendation with time preference.
Scientometrics, 2021

Harvest shopping advice: Neural Question Generation from multiple information sources in E-commerce.
Neurocomputing, 2021

Dialogue Inspectional Summarization with Factual Inconsistency Awareness.
CoRR, 2021

Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting.
CoRR, 2021

Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-type Usefulness Distribution.
CoRR, 2021

Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy.
CoRR, 2021

Biomedical Question Answering: A Comprehensive Review.
CoRR, 2021

Railway Insulator Detection Based on Adaptive Cascaded Convolutional Neural Network.
IEEE Access, 2021

DeepRecipes: Exploring Massive Online Recipes and Recovering Food Ingredient Amounts.
IEEE Access, 2021

Bookworm Game: Automatic Discovery of LTE Vulnerabilities Through Documentation Analysis.
Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Legal Judgment Prediction with Multi-Stage Case Representation Learning in the Real Court Setting.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

A Neural Conversation Generation Model via Equivalent Shared Memory Investigation.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Evidence Aware Neural Pornographic Text Identification for Child Protection.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
A review of citation recommendation: from textual content to enriched context.
Scientometrics, 2020

Community-Based Data Integration of Course and Job Data in Support of Personalized Career-Education Recommendations.
CoRR, 2020

Romance in China: Mining and Visualizing 10 Million Alibaba Valentine Purchases.
CoRR, 2020

Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model.
CoRR, 2020

Task-Oriented Genetic Activation for Large-Scale Complex Heterogeneous Graph Embedding.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Aliababa DAMO Academy at TREC Precision Medicine 2020: State-of-the-art Evidence Retriever for Precision Medicine with Expert-in-the-loop Active Learning.
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Evolutionary Product Description Generation: A Dynamic Fine-Tuning Approach Leveraging User Click Behavior.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Legal Intelligence: Algorithmic, Data, and Social Challenges.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Characterize and Evaluate Scientific Domain and Domain Context Knowledge Map.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Overview of the JCDL 2020 Doctoral Consortium.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Implicit Products in the Decentralized eCommerce Ecosystems.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

De-Biased Court's View Generation with Causality.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Predicting Clinical Trial Results by Implicit Evidence Integration.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Cross Copy Network for Dialogue Generation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Behavior Based Dynamic Summarization on Product Aspects via Reinforcement Neighbour Selection.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Legal Artificial Intelligence - Have You Lost a Piece from Jigsaw Puzzle?
Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, 2020

Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data.
CoRR, 2019

edge2vec: Representation learning using edge semantics for biomedical knowledge discovery.
BMC Bioinform., 2019

Review Response Generation in E-Commerce Platforms with External Product Information.
Proceedings of the World Wide Web Conference, 2019

Quality-Sensitive Training! Social Advertisement Generation by Leveraging User Click Behavior.
Proceedings of the World Wide Web Conference, 2019

Domain-aware Neural Model for Sequence Labeling using Joint Learning.
Proceedings of the World Wide Web Conference, 2019

Legal Intelligence for E-commerce: Multi-task Learning by Leveraging Multiview Dispute Representation.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Efficient personalized community detection via genetic evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Sexual Harassment Story Classification and Key Information Identification.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Legal Summarization for Multi-role Debate Dialogue via Controversy Focus Mining and Multi-task Learning.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
edge2vec: Learning Node Representation Using Edge Semantics.
CoRR, 2018

Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Cross-language Citation Recommendation via Publication Content and Citation Representation Fusion.
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018

Neural Related Work Summarization with a Joint Context-driven Attention Mechanism.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Sentiment Classification towards Question-Answering with Hierarchical Matching Network.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

One vs. Many QA Matching with both Word-level and Sentence-level Attention Network.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Mathematics Content Understanding for Cyberlearning via Formula Evolution Map.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Document Information Assisted Event Trigger Detection.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Dynamic Scholarly Collaborator Recommendation via Competitive Multi-Agent Reinforcement Learning.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Personalized Navigation and Random Walk on a Complex Heterogeneous Graph.
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

2016
Generation of topic evolution trees from heterogeneous bibliographic networks.
J. Informetrics, 2016

Recovering uncaptured citations in a scholarly network: A two-step citation analysis to estimate publication importance.
J. Assoc. Inf. Sci. Technol., 2016

Community-based Cyberreading for Information Understanding.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Cross Social Media Recommendation.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

Comparing Community-based Information Adoption and Diffusion Across Different Microblogging Sites.
Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016

Dynamic feature generation and selection on heterogeneous graph for music recommendation.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Random Walk and Feedback on Scholarly Network.
Proceedings of the First International Workshop on Graph Search and Beyond, 2015

Scientific Information Understanding via Open Educational Resources (OER).
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Automatic Feature Generation on Heterogeneous Graph for Music Recommendation.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

WikiMirs 3.0: A Hybrid MIR System Based on the Context, Structure and Importance of Formulae in a Document.
Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries, 2015

Chronological Citation Recommendation with Information-Need Shifting.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Education in the cyberlearning era: New challenges, opportunities, and applications.
Proceedings of the Information Science with Impact: Research in and for the Community, 2015

Query-centric scientific topic evolution extraction.
Proceedings of the Information Science with Impact: Research in and for the Community, 2015

Feature selection on heterogeneous graph.
Proceedings of the Information Science with Impact: Research in and for the Community, 2015

2014
An interactive metadata model for structural, descriptive, and referential representation of scholarly output.
J. Assoc. Inf. Sci. Technol., 2014

Scholar metadata and knowledge generation with human and artificial intelligence.
J. Assoc. Inf. Sci. Technol., 2014

Open educational resource based information understanding via pdf document interaction.
Proceedings of the ACM Web Science Conference, 2014

A mathematics retrieval system for formulae in layout presentations.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Full-text based context-rich heterogeneous network mining approach for citation recommendation.
Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014

Comparing the pulses of categorical hot events in Twitter and Weibo.
Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

Interlinking Cross Language Metadata Using Heterogeneous Graphs and Wikipedia.
Proceedings of the 2014 International Conference on Dublin Core and Metadata Applications, 2014

Meta-Path-Based Ranking with Pseudo Relevance Feedback on Heterogeneous Graph for Citation Recommendation.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Dynamic Topic/Citation Influence Modeling for Chronological Citation Recommendation.
Proceedings of the 5th International Workshop on Web-scale Knowledge Representation Retrieval & Reasoning, 2014

Semantic Annotation with RescoredESA: Rescoring Concept Features Generated From Explicit Semantic Analysis.
Proceedings of the 7th International Workshop on Exploiting Semantic Annotations in Information Retrieval, 2014

Explicit semantic path mining via wikipedia knowledge tree.
Proceedings of the Connecting Collections, Cultures, and Communities, 2014

Scaffolding of scientific publications with open educational resources (OER).
Proceedings of the Connecting Collections, Cultures, and Communities, 2014

Citation role labeling via local, pairwise, and global features.
Proceedings of the Connecting Collections, Cultures, and Communities, 2014

2013
Finding topic-level experts in scholarly networks.
Scientometrics, 2013

The distribution of references across texts: Some implications for citation analysis.
J. Informetrics, 2013

Full-text citation analysis: A new method to enhance scholarly networks.
J. Assoc. Inf. Sci. Technol., 2013

Real-time user interest modeling for real-time ranking.
J. Assoc. Inf. Sci. Technol., 2013

Answering academic questions for education by recommending cyberlearning resources.
J. Assoc. Inf. Sci. Technol., 2013

Generating metadata for cyberlearning resources through information retrieval and meta-search.
J. Assoc. Inf. Sci. Technol., 2013

Full-text and topic based authorrank and enhanced publication ranking.
Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013

A comparative study of academic and Wikipedia ranking.
Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013

Recovering missing citations in a scholarly network: a 2-step citation analysis to estimate publication importance.
Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013

Workshop summary for the 2013 international workshop on mining unstructured big data using natural language processing.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2013 international workshop on computational scientometrics: theory and applications.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Mirroring the real world in social media: twitter, geolocation, and sentiment analysis.
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing, 2013

2012
Improving news ranking by community tweets.
Proceedings of the 21st World Wide Web Conference, 2012

WikiQuery - An Interactive Collaboration Interface for Creating, Storing and Sharing Effective CNF Queries.
Proceedings of the SIGIR 2012 Workshop on Open Source Information Retrieval, 2012

Characterize scientific domain and domain context.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

Scientific cyberlearning resources referential metadata creation via information retrieval.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

Generalized representation and mapping for social-ecological data: Freeing data from the database.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

Full-text citation analysis: enhancing bibliometric and scientific publication ranking.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Mining classifications from social-ecological databases.
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012

Knowledge retrieval for scientific literatures.
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012

Topic Based Author Ranking with Full-Text Citation Analysis.
Proceedings of the Information Retrieval Technology, 2012

2011
Predicting popularity of online distributed applications: iTunes app store case analysis.
Proceedings of the iConference 2011, 2011

ScholarWiki system for knowledge indexing and retrieval.
Proceedings of the Bridging the Gulf: Communication and Information in Society, Technology, and Work, 2011

Exploring connections of the biblioblogosphere.
Proceedings of the Bridging the Gulf: Communication and Information in Society, Technology, and Work, 2011

2010
Linking Entities in Scientific Metadata.
Proceedings of the 2010 International Conference on Dublin Core and Metadata Applications, 2010

Machine learning and rule-based automated coding of qualitative data.
Proceedings of the Navigating Streams in an Information Ecosystem, 2010

2009
Using computational community interest as an indicator for ranking.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Using Metadata for Query Refinement and Recommendation.
Proceedings of the 2009 International Conference on Dublin Core and Metadata Applications, 2009

Computational community interest for ranking.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Comment centric news analysis for ranking.
Proceedings of the Thriving on Diversity: Information Opportunities in a Pluralistic World, 2009

2008
Semantic Relation Extraction from Socially-Generated Tags: A Methodology for Metadata Generation.
Proceedings of the 2008 International Conference on Dublin Core and Metadata Applications, 2008

Automatic semantic mapping between query terms and controlled vocabulary through using WordNet and Wikipedia.
Proceedings of the People Transforming Information - Information Transforming People, 2008

2007
Re-examining IT Enabled Change with a New Model of the Information Field: The Tiger Creek Case.
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007


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