Yunqing Xia

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 11

Top Topics

Text Classification

Bayesian Methods

Top Venues

IEEE Comput. Intell. Mag.

Publications

Yunqing Xia
Application of non parametric Bayesian methods in high dimensional data. J. Comput. Methods Sci. Eng. 24 (2) (2024)
Junyan Li, Li Lyna Zhang, Jiahang Xu, Yujing Wang, Shaoguang Yan, Yunqing Xia, Yuqing Yang, Ting Cao, Hao Sun, Weiwei Deng, Qi Zhang, Mao Yang
Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference. CoRR (2023)
Junyan Li, Li Lyna Zhang, Jiahang Xu, Yujing Wang, Shaoguang Yan, Yunqing Xia, Yuqing Yang, Ting Cao, Hao Sun, Weiwei Deng, Qi Zhang, Mao Yang
Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference. KDD (2023)
Dong Wang, Kavé Salamatian, Yunqing Xia, Weiwei Deng, Qi Zhang
BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction. KDD (2023)
Dong Wang, Kavé Salamatian, Yunqing Xia, Weiwei Deng, Qi Zhiang
BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction. CoRR (2023)
Dong Wang, Shaoguang Yan, Yunqing Xia, Kavé Salamatian, Weiwei Deng, Qi Zhang
Learning Supplementary NLP Features for CTR Prediction in Sponsored Search. KDD (2022)
Jiachen Du, Lin Gui, Ruifeng Xu, Yunqing Xia, Xuan Wang, Erik Cambria
Commonsense Knowledge Enhanced Memory Network for Stance Classification. IEEE Intell. Syst. 35 (4) (2020)
Tao Chen, Ruifeng Xu, Yulan He, Yunqing Xia, Xuan Wang
Learning User and Product Distributed Representations Using a Sequence Model for Sentiment Analysis. IEEE Comput. Intell. Mag. 11 (3) (2016)
Erik Cambria, Björn W. Schuller, Yunqing Xia, Bebo White
New avenues in knowledge bases for natural language processing. Knowl. Based Syst. 108 (2016)
Peng Jin, Yue Zhang, Xingyuan Chen, Yunqing Xia
Bag-of-Embeddings for Text Classification. IJCAI (2016)
Erik Cambria, Newton Howard, Yunqing Xia, Tat-Seng Chua
Computational Intelligence for Big Social Data Analysis [Guest Editorial]. IEEE Comput. Intell. Mag. 11 (3) (2016)
Yunqing Xia, Nan Tang, Amir Hussain, Erik Cambria
Discriminative Bi-Term Topic Model for Headline-Based Social News Clustering. FLAIRS Conference (2015)
Xingyuan Chen, Yunqing Xia, Peng Jin, John A. Carroll
Dataless Text Classification with Descriptive LDA. AAAI (2015)
Yunqing Xia, Erik Cambria, Amir Hussain
AspNet: Aspect Extraction by Bootstrapping Generalization and Propagation Using an Aspect Network. Cogn. Comput. 7 (2) (2015)
Yunqing Xia, Erik Cambria, Amir Hussain, Huan Zhao
Word Polarity Disambiguation Using Bayesian Model and Opinion-Level Features. Cogn. Comput. 7 (3) (2015)
Zhongda Xie, Yunqing Xia, Qiang Zhou
Incorporating Semantic Knowledge with MRF Term Dependency Model in Medical Document Retrieval. NLPCC (2015)
Guoyu Tang, Yunqing Xia, Erik Cambria, Peng Jin, Thomas Fang Zheng
Document Representation with Statistical Word Senses in Cross-Lingual Document Clustering. Int. J. Pattern Recognit. Artif. Intell. 29 (2) (2015)
Ke Xu, Yunqing Xia, Chin-Hui Lee
Tweet Normalization with Syllables. ACL (1) (2015)
Yang Zhang, Yunqing Xia, Yi Liu, Wenmin Wang
Clustering Sentences with Density Peaks for Multi-document Summarization. HLT-NAACL (2015)
Guoyu Tang, Yunqing Xia, Jun Sun, Min Zhang, Thomas Fang Zheng
Statistical word sense aware topic models. Soft Comput. 19 (1) (2015)
Ruifeng Xu, Tao Chen, Yunqing Xia, Qin Lu, Bin Liu, Xuan Wang
Word Embedding Composition for Data Imbalances in Sentiment and Emotion Classification. Cogn. Comput. 7 (2) (2015)
Yunqing Xia, Zhongda Xie, Qiuge Zhang, Huiyuan Wang, Huan Zhao
Cannabis_TREATS_cancer: Incorporating Fine-Grained Ontological Relations in Medical Document Ranking. NLPCC (2014)
Yunqing Xia, Huan Zhao, Kaiyu Liu, Hualing Zhu
Normalization of Chinese Informal Medical Terms Based on Multi-field Indexing. NLPCC (2014)
Binyang Li, Lanjun Zhou, Zhongyu Wei, Kam-Fai Wong, Ruifeng Xu, Yunqing Xia
Web Information Mining and Decision Support Platform for the Modern Service Industry. ACL (System Demonstrations) (2014)
Guoyu Tang, Yunqing Xia, Jun Sun, Min Zhang, Thomas Fang Zheng
Topic Models Incorporating Statistical Word Senses. CICLing (1) (2014)
Yunqing Xia, Guoyu Tang, Huan Zhao, Erik Cambria, Thomas Fang Zheng
Using Word Sense as a Latent Variable in LDA Can Improve Topic Modeling. ICAART (1) (2014)
Yunqing Xia, Haizhou Lin, Raymond Y. K. Lau, Yi Liu
Leaning to Train: Linking Financial News Articles to Company Short Names. ICEBE (2014)
Guoyu Tang, Yunqing Xia, Weizhi Wang, Raymond Lau, Fang Zheng
Clustering tweets usingWikipedia concepts. LREC (2014)
Raymond Y. K. Lau, Yunqing Xia, Yunming Ye
A Probabilistic Generative Model for Mining Cybercriminal Networks from Online Social Media. IEEE Comput. Intell. Mag. 9 (1) (2014)
Yunqing Xia, Xiaoyu Li, Erik Cambria, Amir Hussain
A Localization Toolkit for Sentic Net. ICDM Workshops (2014)
Guoyu Tang, Yunqing Xia, Erik Cambria, Peng Jin
Inducing Word Senses for Cross-lingual Document Clustering. CIS (2013)
Yunqing Xia, Xiaoshi Zhong, Peng Liu, Cheng Tan, Sen Na, Qinan Hu, Yaohai Huang
Combining MetaMap and cTAKES in Disorder Recognition: THCIB at CLEF eHealth Lab 2013 Task 1. CLEF (Working Notes) (2013)
Erik Cambria, Björn W. Schuller, Yunqing Xia, Catherine Havasi
New Avenues in Opinion Mining and Sentiment Analysis. IEEE Intell. Syst. 28 (2) (2013)
Xiaoshi Zhong, Yunqing Xia, Zhongda Xie, Sen Na, Qinan Hu, Yaohai Huang
Concept-based Medical Document Retrieval: THCIB at CLEF eHealth Lab 2013 Task 3. CLEF (Working Notes) (2013)
Yunqing Xia, Weifeng Su, Raymond Y. K. Lau, Yi Liu
Discovering latent commercial networks from online financial news articles. Enterp. Inf. Syst. 7 (3) (2013)
Yunqing Xia, Xiaoshi Zhong, Peng Liu, Cheng Tan, Sen Na, Qinan Hu, Yaohai Huang
Normalization of Abbreviations/Acronyms: THCIB at CLEF eHealth 2013 Task 2. CLEF (Working Notes) (2013)
Yunqing Xia, Xiaoshi Zhong, Guoyu Tang, Junjun Wang, Qiang Zhou, Thomas Fang Zheng, Qinan Hu, Sen Na, Yaohai Huang
Ranking Search Intents Underlying a Query. NLDB (2013)
Junjun Wang, Guoyu Tang, Yunqing Xia, Qiang Zhou, Thomas Fang Zheng, Qinan Hu, Sen Na, Yaohai Huang
Understanding the Query: THCIB and THUIS at NTCIR-10 Intent Task. NTCIR (2013)
Chao Zhang, Yi Liu, Yunqing Xia, Xuan Wang, Chin-Hui Lee
Reliable Accent-Specific Unit Generation With Discriminative Dynamic Gaussian Mixture Selection for Multi-Accent Chinese Speech Recognition. IEEE Trans. Speech Audio Process. 21 (10) (2013)
Wenping Zhang, Raymond Y. K. Lau, Yunqing Xia, Chunping Li, Wenjie Li
Latent Business Networks Mining: A Probabilistic Generative Model. Web Intelligence (2012)
Yunqing Xia, Guoyu Tang, Peng Jin, Xia Yang
CLTC: A Chinese-English Cross-lingual Topic Corpus. LREC (2012)
Erik Cambria, Yunqing Xia, Amir Hussain
Affective Common Sense Knowledge Acquisition for Sentiment Analysis. LREC (2012)
Huan Zhao, Yunqing Xia, Raymond Y. K. Lau, Yi Liu
Word sentiment polarity disambiguition based on opinion level context. ICMLC (2012)
Long Song, Raymond Y. K. Lau, Yunqing Xia
A novel fraudulent transaction detection model for enhanced reputation management at e-markets. ICMLC (2012)
Chao Zhang, Yi Liu, Yunqing Xia, Chin-Hui Lee
Discriminative dynamic Gaussian mixture selection with enhanced robustness and performance for multi-accent speech recognition. ICASSP (2012)
Chao Zhang, Yi Liu, Yunqing Xia, Thomas Fang Zheng, Jesper Ø. Olsen, Jilei Tian
Reliable accent specific unit generation with dynamic Gaussian mixture selection for multi-accent speech recognition. ICME (2011)
Min Zhang, Xiangyu Duan, Ming Liu, Yunqing Xia, Haizhou Li
Joint Alignment and Artificial Data Generation: An Empirical Study of Pivot-based Machine Transliteration. IJCNLP (2011)
Raymond Y. K. Lau, Stephen Shaoyi Liao, Ron Chi-Wai Kwok, Kaiquan Xu, Yunqing Xia, Yuefeng Li
Text mining and probabilistic language modeling for online review spam detection. ACM Trans. Manag. Inf. Syst. 2 (4) (2011)
Yunqing Xia, Taotao Zhao, Jian-Min Yao, Peng Jin
and Parallel Corpus. CICLing (2) (2011)
Yunqing Xia, Yonggang Zhang, Jian-Min Yao
Co-clustering Sentences and Terms for Multi-document Summarization. CICLing (2) (2011)
Guoyu Tang, Yunqing Xia, Min Zhang, Haizhou Li, Fang Zheng
CLGVSM: Adapting Generalized Vector Space Model to Cross-lingual Document Clustering. IJCNLP (2011)
Jianfeng Zhang, Yunqing Xia, Bin Ma, Jian-Min Yao, Yu Hong
Thread Cleaning and Merging for Microblog Topic Detection. IJCNLP (2011)
Guoyu Tang, Yunqing Xia
Adaptive Topic Modeling with Probabilistic Pseudo Feedback in Online Topic Detection. NLDB (2010)
Raymond Y. K. Lau, Wenping Zhang, Yunqing Xia, Dawei Song
Multi-facets Quality Assessment of Online Opinionated Expressions. WISE Workshops (2010)
Yunqing Xia, Nianxing Ji, Weifeng Su, Yi Liu
Mining Commercial Networks from Online Financial News. ICEBE (2010)
Lanjun Zhou, Yunqing Xia, Binyang Li, Kam-Fai Wong
WIA-Opinmine System in NTCIR-8 MOAT Evaluation. NTCIR (2010)
Yunqing Xia, Boyi Hao, Kam-Fai Wong
Opinion Target Network and Bootstrapping Method for Chinese Opinion Target Extraction. AIRS (2009)
Yunqing Xia, Boyi Hao
Opinion Target Network: A Two-Layer Directed Graph for Opinion Target Extraction. TSD (2009)
Ruifeng Xu, Kam-Fai Wong, Yunqing Xia
Coarse-Fine Opinion Mining - WIA in NTCIR-7 MOAT Task. NTCIR (2008)
Yunqing Xia, Linlin Wang, Kam-Fai Wong, Mingxing Xu
Lyric-based Song Sentiment Classification with Sentiment Vector Space Model. ACL (2) (2008)
Yunqing Xia, Linlin Wang, Kam-Fai Wong
Sentiment Vector Space Model for Lyric-Based Song Sentiment Classification. Int. J. Comput. Process. Orient. Lang. 21 (4) (2008)
Ruifeng Xu, Kam-Fai Wong, Qin Lu, Yunqing Xia, Wenjie Li
Learning Knowledge from Relevant Webpage for Opinion Analysis. Web Intelligence (2008)
Jingfan Wang, Yunqing Xia, Thomas Fang Zheng, Xiaojun Wu
Job Information Retrieval Based on Document Similarity. AIRS (2008)
Kam-Fai Wong, Yunqing Xia
Normalization of Chinese chat language. Lang. Resour. Evaluation 42 (2) (2008)
Kam-Fai Wong, Yunqing Xia, Ruifeng Xu, Mingli Wu, Wenjie Li
Pattern-Based Opinion Mining for Stock Market Trend Prediction. Int. J. Comput. Process. Orient. Lang. 21 (4) (2008)
Ruifeng Xu, Yunqing Xia, Kam-Fai Wong, Wenjie Li
Opinion Annotation in On-line Chinese Product Reviews. LREC (2008)
Ruifeng Xu, Kam-Fai Wong, Qin Lu, Yunqing Xia
Learning MultiLinguistic Knowledge for Opinion Analysis. ICIC (1) (2008)
Ruifeng Xu, Kam-Fai Wong, Yunqing Xia
Opinmine - Opinion Analysis System by CUHK for NTCIR-6 Pilot Task. NTCIR (2007)
Yi Liu, Fang Zheng, Lei He, Yunqing Xia
State-dependent mixture tying with variable codebook size for accented speech recognition. ASRU (2007)
Kam-Fai Wong, Yunqing Xia, Wenjie Li
Linguistic and Behavioural Studies of Chinese Chat Language. Int. J. Comput. Process. Orient. Lang. 19 (2/3) (2006)
Yunqing Xia, Kam-Fai Wong, Wenjie Li
Constructing A Chinese Chat Language Corpus with A Two-Stage Incremental Annotation Approach. LREC (2006)
Yunqing Xia, Kam-Fai Wong
Binarization Approaches to Email Categorization. ICCPOL (2006)
Wei Gao, Kam-Fai Wong, Yunqing Xia, Ruifeng Xu
Clique Percolation Method for Finding Naturally Cohesive and Overlapping Document Clusters. ICCPOL (2006)
Yunqing Xia, Kam-Fai Wong, Wenjie Li
A Phonetic-Based Approach to Chinese Chat Text Normalization. ACL (2006)
Wei Li, Kam-Fai Wong, Chunfa Yuan, Wenjie Li, Yunqing Xia
Improving Text Similarity Measurement by Critical Sentence Vector Model. AIRS (2005)
Kam-Fai Wong, Louise Guthrie, Wei Liu, Yunqing Xia
Improving Quality of Email Categorization with Tournament Methods. IKE (2005)
Kam-Fai Wong, Yunqing Xia, Wenjie Li, Chunfa Yuan
An Overview of Temporal Information Extraction. Int. J. Comput. Process. Orient. Lang. 18 (2) (2005)
Yunqing Xia, Wei Liu, Louise Guthrie
Email Categorization with Tournament Methods. NLDB (2005)
Yunqing Xia, Kam-Fai Wong, Robert W. P. Luk
A Two-Stage Incremental Annotation Approach to Constructing a Network Informal Language Corpus. NTCIR (2005)
Yunqing Xia, Angelo Dalli, Yorick Wilks, Louise Guthrie
FASiL Adaptive Email Categorization System. CICLing (2005)
Louise Guthrie, Wei Liu, Yunqing Xia
Text Classification with Tournament Methods. TSD (2005)
Yunqing Xia, Kam-Fai Wong, Wei Gao
NIL Is Not Nothing: Recognition of Chinese Network Informal Language Expressions. SIGHAN@IJCNLP 2005 (2005)
Angelo Dalli, Yunqing Xia, Yorick Wilks
FASIL Email Summarisation System. COLING (2004)