Yunqing Xia

Orcid: 0009-0005-8608-574X

According to our database1, Yunqing Xia authored at least 80 papers between 2004 and 2023.

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Bibliography

2023
BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022
Learning Supplementary NLP Features for CTR Prediction in Sponsored Search.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2020
Commonsense Knowledge Enhanced Memory Network for Stance Classification.
IEEE Intell. Syst., 2020

2016
New avenues in knowledge bases for natural language processing.
Knowl. Based Syst., 2016

Learning User and Product Distributed Representations Using a Sequence Model for Sentiment Analysis.
IEEE Comput. Intell. Mag., 2016

Computational Intelligence for Big Social Data Analysis [Guest Editorial].
IEEE Comput. Intell. Mag., 2016

Bag-of-Embeddings for Text Classification.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015
Statistical word sense aware topic models.
Soft Comput., 2015

Document Representation with Statistical Word Senses in Cross-Lingual Document Clustering.
Int. J. Pattern Recognit. Artif. Intell., 2015

Word Embedding Composition for Data Imbalances in Sentiment and Emotion Classification.
Cogn. Comput., 2015

Word Polarity Disambiguation Using Bayesian Model and Opinion-Level Features.
Cogn. Comput., 2015

AspNet: Aspect Extraction by Bootstrapping Generalization and Propagation Using an Aspect Network.
Cogn. Comput., 2015

Incorporating Semantic Knowledge with MRF Term Dependency Model in Medical Document Retrieval.
Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Clustering Sentences with Density Peaks for Multi-document Summarization.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Discriminative Bi-Term Topic Model for Headline-Based Social News Clustering.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

Tweet Normalization with Syllables.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Dataless Text Classification with Descriptive LDA.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
A Probabilistic Generative Model for Mining Cybercriminal Networks from Online Social Media.
IEEE Comput. Intell. Mag., 2014

Normalization of Chinese Informal Medical Terms Based on Multi-field Indexing.
Proceedings of the Natural Language Processing and Chinese Computing, 2014

Cannabis_TREATS_cancer: Incorporating Fine-Grained Ontological Relations in Medical Document Ranking.
Proceedings of the Natural Language Processing and Chinese Computing, 2014

Clustering tweets usingWikipedia concepts.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Leaning to Train: Linking Financial News Articles to Company Short Names.
Proceedings of the 11th IEEE International Conference on e-Business Engineering, 2014

A Localization Toolkit for Sentic Net.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Using Word Sense as a Latent Variable in LDA Can Improve Topic Modeling.
Proceedings of the ICAART 2014, 2014

Topic Models Incorporating Statistical Word Senses.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

Web Information Mining and Decision Support Platform for the Modern Service Industry.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Reliable Accent-Specific Unit Generation With Discriminative Dynamic Gaussian Mixture Selection for Multi-Accent Chinese Speech Recognition.
IEEE Trans. Speech Audio Process., 2013

New Avenues in Opinion Mining and Sentiment Analysis.
IEEE Intell. Syst., 2013

Discovering latent commercial networks from online financial news articles.
Enterp. Inf. Syst., 2013

Understanding the Query: THCIB and THUIS at NTCIR-10 Intent Task.
Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 2013

Ranking Search Intents Underlying a Query.
Proceedings of the Natural Language Processing and Information Systems, 2013

Concept-based Medical Document Retrieval: THCIB at CLEF eHealth Lab 2013 Task 3.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Normalization of Abbreviations/Acronyms: THCIB at CLEF eHealth 2013 Task 2.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Combining MetaMap and cTAKES in Disorder Recognition: THCIB at CLEF eHealth Lab 2013 Task 1.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Inducing Word Senses for Cross-lingual Document Clustering.
Proceedings of the Ninth International Conference on Computational Intelligence and Security, 2013

2012
Latent Business Networks Mining: A Probabilistic Generative Model.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

CLTC: A Chinese-English Cross-lingual Topic Corpus.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Affective Common Sense Knowledge Acquisition for Sentiment Analysis.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Word sentiment polarity disambiguition based on opinion level context.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

A novel fraudulent transaction detection model for enhanced reputation management at e-markets.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Discriminative dynamic Gaussian mixture selection with enhanced robustness and performance for multi-accent speech recognition.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Text mining and probabilistic language modeling for online review spam detection.
ACM Trans. Manag. Inf. Syst., 2011

Thread Cleaning and Merging for Microblog Topic Detection.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Joint Alignment and Artificial Data Generation: An Empirical Study of Pivot-based Machine Transliteration.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

CLGVSM: Adapting Generalized Vector Space Model to Cross-lingual Document Clustering.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Reliable accent specific unit generation with dynamic Gaussian mixture selection for multi-accent speech recognition.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Measuring Chinese-English Cross-Lingual Word Similarity with <i>HowNet</i> and Parallel Corpus.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

Co-clustering Sentences and Terms for Multi-document Summarization.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

2010
Multi-facets Quality Assessment of Online Opinionated Expressions.
Proceedings of the Web Information Systems Engineering - WISE 2010 Workshops, 2010

WIA-Opinmine System in NTCIR-8 MOAT Evaluation.
Proceedings of the 8th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2010

Adaptive Topic Modeling with Probabilistic Pseudo Feedback in Online Topic Detection.
Proceedings of the Natural Language Processing and Information Systems, 2010

Mining Commercial Networks from Online Financial News.
Proceedings of the IEEE 7th International Conference on e-Business Engineering, 2010

2009
Opinion Target Network: A Two-Layer Directed Graph for Opinion Target Extraction.
Proceedings of the Text, Speech and Dialogue, 12th International Conference, 2009

Opinion Target Network and Bootstrapping Method for Chinese Opinion Target Extraction.
Proceedings of the Information Retrieval Technology, 2009

2008
Normalization of Chinese chat language.
Lang. Resour. Evaluation, 2008

Sentiment Vector Space Model for Lyric-Based Song Sentiment Classification.
Int. J. Comput. Process. Orient. Lang., 2008

Pattern-Based Opinion Mining for Stock Market Trend Prediction.
Int. J. Comput. Process. Orient. Lang., 2008

Learning Knowledge from Relevant Webpage for Opinion Analysis.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Coarse-Fine Opinion Mining - WIA in NTCIR-7 MOAT Task.
Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2008

Opinion Annotation in On-line Chinese Product Reviews.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Learning MultiLinguistic Knowledge for Opinion Analysis.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008

Job Information Retrieval Based on Document Similarity.
Proceedings of the Information Retrieval Technology, 2008

Lyric-based Song Sentiment Classification with Sentiment Vector Space Model.
Proceedings of the ACL 2008, 2008

2007
Opinmine - Opinion Analysis System by CUHK for NTCIR-6 Pilot Task.
Proceedings of the 6th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2007

State-dependent mixture tying with variable codebook size for accented speech recognition.
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006
Linguistic and Behavioural Studies of Chinese Chat Language.
Int. J. Comput. Process. Orient. Lang., 2006

Constructing A Chinese Chat Language Corpus with A Two-Stage Incremental Annotation Approach.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Binarization Approaches to Email Categorization.
Proceedings of the Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 2006

Clique Percolation Method for Finding Naturally Cohesive and Overlapping Document Clusters.
Proceedings of the Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 2006

A Phonetic-Based Approach to Chinese Chat Text Normalization.
Proceedings of the ACL 2006, 2006

2005
An Overview of Temporal Information Extraction.
Int. J. Comput. Process. Orient. Lang., 2005

Text Classification with Tournament Methods.
Proceedings of the Text, Speech and Dialogue, 8th International Conference, 2005

A Two-Stage Incremental Annotation Approach to Constructing a Network Informal Language Corpus.
Proceedings of the Fifth NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2005

Email Categorization with Tournament Methods.
Proceedings of the Natural Language Processing and Information Systems, 2005

Improving Quality of Email Categorization with Tournament Methods.
Proceedings of The 2005 International Conference on Information and Knowledge Engineering, 2005

FASiL Adaptive Email Categorization System.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

Improving Text Similarity Measurement by Critical Sentence Vector Model.
Proceedings of the Information Retrieval Technology, 2005

NIL Is Not Nothing: Recognition of Chinese Network Informal Language Expressions.
Proceedings of the Fourth SIGHAN Workshop on Chinese Language Processing, 2005

2004
FASIL Email Summarisation System.
Proceedings of the COLING 2004, 2004


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