Publications

Google Scholar profile

Book Chapters:

Yusof N., Lin C. and He Y. Sentiment Analysis in Social Media, Encyclopedia of Social Network Analysis and Mining (2nd Edition), edited by R.S. Alhajj and J.G. Rokne, Springer, 2017.

Lin C. and He Y. Sentiment Analysis in Social Media, Encyclopedia of Social Network Analysis and Mining, edited by R.S. Alhajj and J.G. Rokne, Springer, 2014.

Journal Papers:

Barawi M., Lin C., Siddharthan A, and Liu Y. Extractive and Abstractive Sentence Labelling of Sentiment-bearing Topics. Frontier of Computer Science, Springer, 2018.

Ibeke E., Lin C., Wyner A., and Barawi M. A Unified Latent Variable Model for Contrastive Opinion Mining. Frontier of Computer Science, Springer, 2017.

Lin C., Liu D., Pang W. and Wang Z.  Sherlock: a Semi-Automatic Framework for Quiz Generation Using a Hybrid Semantic Similarity Measure. Cognitive Computation, Springer, 2015.

Lin C., Ibeke E., Wyner A. and Guerin F.  Sentiment-Topic Modelling in Text Mining, Data Mining and Knowledge Discovery, Wiley, 2015.

He Y., Lin C., Gao W. and Wong K. Dynamic Joint Sentiment-Topic Model, ACM Transactions on Intelligent Systems and Technology (TIST), 2013.

Lin C., He Y., Everson R. and Rueger S. Weakly-Supervised Joint Sentiment-Topic Detection from Text, IEEE Transactions on Knowledge and Data Engineering (TDKE), 2011.

Conference Papers:

Mao R., Lin C. and Guerin F. Word Embedding and WordNet Based Metaphor Identification and Interpretation, The 56th Annual Meeting of the Association for Computational Linguistics (ACL),  Melbourne, 2018.

Li X., van Deemter K. and Lin C. Statistical NLG for Generating the Content and Form of Referring Expressions, The 11th International Conference on Natural Language Generation (INLG), Tilburg,  Netherlands, 2018.

Chen G., van Deemter K. and Lin C. SimpleNLG-ZH: a Linguistic Realisation Engine for Mandarin, The 11th International Conference on Natural Language Generation (INLG), Tilburg,  Netherlands, 2018.

Chen G., van Deemter K. and Lin C. Modelling Pro-drop with the Rational Speech Acts Model, The 11th International Conference on Natural Language Generation (INLG), Tilburg,  Netherlands, 2018.

Su J., Lin C., Zhou M., Dai Q. and Lv H. Generating Description for Sequential Images with Local-Object Attention Conditioned on Global Semantic Context, Workshop on Intelligent Interactive Systems and Language Generation at The 11th International Conference on Natural Language Generation (INLG), Tilburg,  Netherlands, 2018.

Chen, G., van Deemter K. and Lin, C, Modelling Various Kinds of Specifications, International Workshop on Computational Models of Language Generation and Processing in Pragmatics (CoMPPrag), Germany, 2018.

Wibowo A., Siddharthan A., Masthoff J. and Lin C. Understanding how to Explain Package Recommendations in the Clothes Domain, Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS) in the 12th ACM Conference on Recommender Systems (RecSys), Canada, 2018.

Wibowo A., Siddharthan A., Masthoff J. and Lin C. Incorporating Constraints into Matrix Factorization for Clothes Package Recommendation, The 26th ACM Conference on User Modelling, Adaptation and Personalization (UMAP), Singapore, 2018.

Mao R., Chen G., Li, R. and Lin C. ABDN at SemEval-2018 Task 10: Recognising Discriminative Attributes using Context Embeddings and WordNet. The International Workshop on Semantic Evaluation at the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics  (NAACL), New Orleans, 2018.

Yusof N., Lin C. and Guerin F. Assessing the Effectiveness of Affective Lexicons for Depression Classification. The 23nd International Conference on Natural Language & Information Systems  (NLDB, short paper),  Paris, 2018.

Ibeke E., Lin C., Wyner A. and Barawi M. Extracting and understanding contrastive opinion through topic relevant sentences. The 8th International Joint Conference on Natural Language Processing (IJCNLP), Taiwan, 2017.

Yusof N., Lin C. and Guerin F. Analysing the Causes of Depressed Mood from Depression Vulnerable Individuals. The International Workshop on Digital Disease Detection using Social Media at the 8th International Joint Conference on Natural Language Processing (IJCNLP), Taiwan, 2017.

Wibowo A., Siddharthan A., Lin C. and Masthoff J. Matrix Factorization for Package Recommendations, Workshop on Recommendation in Complex Scenarios in the 11th ACM Conference on Recommender Systems (RecSys), Italy, 2017.

Barawi M., Lin C., and Siddharthan A. Automatically Labelling Sentiment-bearing Topics with Descriptive Sentence Labels, The 22nd International Conference on Natural Language & Information Systems  (NLDB), Belgium, 2017. Best paper award!

Li X., van Deemter K. and Lin C. Statistics-Based Lexical Choice for NLG from Quantitative Information, The 9th International Natural Language Generation Conference (INLG), Edinburgh, UK, 2016.

Ibeke, E., Lin C., Coe C., Wyner A., Liu D., Barawi M. and Yusof N.  A Curated Corpus for Sentiment-Topic Analysis.  The Emotion and Sentiment Analysis Workshop in the 10th Language Resources and Evaluation Conference (LREC), Slovenia, 2016.

Cepukenas J., Lin C. and Sleeman D. Applying Rule Extraction and Rule Refinement Techniques to (Blackbox) Classifiers. The 8th International Conference on Knowledge Capture (K-Cap),  NY,  USA, 2015.

Lin C., Liu Dong., and Pang W. Predicting Quiz Difficulty Level Using a Hybrid Semantic Similarity Measure. The 8th International Conference on Knowledge Capture (K-Cap),  NY,  USA, 2015.

Han X., Sripada S. and Lin C. Web as Corpus Supporting Natural Language Generation for Online River Information Communication, WebScience Track at The 24th International World Wide Web Conference (WWW), Italy, 2015.

Li X., van Deemter K. and Lin C. Expressing Quantities in Words: Towards a Computational Model, SICSA 1st International Workshop on Data2Text Generation, Edinburgh, UK, 2015.

Luo C., Pang W., Wang Z. and Lin C. Hete-CF: Social-Based Collaborative Filtering Recommendation Using Heterogeneous Relations. The IEEE International Conference on Data Mining (ICDM), ShenZhen, China, 2014.

Liu D. and Lin C. Sherlock: a Semi-Automatic Quiz Generation System using Linked Data, The 13th International Semantic Web Conference (ISWC), Trentino, Italy, 2014.

Luo C., Guan R., Wang Z. and Lin CHetPathMine: A Novel Transductive Classification Algorithm on Heterogeneous Information Networks, The 36th European Conference on Information Retrieval (ECIR), Amsterdam, Netherlands, 2014.

Lin C., He Y., Pedrinaci C. and Domingue J. Feature LDA: a Supervised Topic Model for Automatic Detection of Web API Documentations from the Web, The 11th International Semantic Web Conference (ISWC), Boston, USA, 2012.

He Y., Lin C. and Cano Basave E. Online Sentiment and Topic Dynamics Tracking over the Streaming Data, IEEE International Conference on Social Computing (SocialCom), Amsterdam, The Nethelands, 2012.

He Y., Lin C., Gao W. and Wong K. Tracking Sentiment and Topic Dynamics from Social Media, Poster at The 6th International AAAI Conference on Weblogs and Social Media (ICWSM), Dublin, Ireland, 2012.

Pedrinaci C., Liu D., Lin C. and Domingue J. Harnessing the Crowds for Automating the Identification of Web APIs, Workshop: Intelligent Web Services Meet Social Computing at AAAI Spring Symposium 2012, Stanford, California, 2012.

Lin C., He Y. and Everson R. Sentence Subjectivity Detection with Weakly-Supervised Learning, The 5th International Joint Conference on Natural Language Processing (IJCNLP), Chiang Mai, Thailand, 2011.

He Y., Lin C. and Alani H. Automatically Extracting Polarity-Bearing Topics for Cross-Domain Sentiment Classification, The 49th Annual Meeting of the Association for Computational Linguistics (ACL), Portland, Oregon, 2011.

Lin C., He Y. and Everson R. A Comparative Study of Bayesian Models for Unsupervised Sentiment Detection, The 14th Conference on Computational Natural Language Learning (CoNLL), Uppsala, Sweden, 2010.

Lin C. and He Y. Joint Sentiment/Topic Model for Sentiment Analysis, The 18th ACM Conference on Information and Knowledge Management (CIKM), Hong Kong, China, 2009.

He Y. and Lin C. Protein-Protein Interactions Classification from Text via Local Learning with Class Priors, 14th International Conference on Applications of Natural Language to Information Systems (NLDB), Saabrucken, Germany, 2009.

Liu K., Lin C. and Qiao B. A Multi-agent System for Intelligent Pervasive Spaces, IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Beijing, China, 2008.

Lin C., Liu K. and Wei H. Review of Computer Vision in Intelligent Environment Design, SSE System Engineering Conference, Reading, UK, 2008.

Technical Reports:

Lin C., Collecting and Analysing  OU Social Media Data, Knowledge Media Institute, The Open University, 2013.

González N., Lin C., Predinaci C. and  Pariente T. Semantic Architecture, SWS selection and deployment, and Data Interface analysis, VPH-Share project deliverable (FP7-ICT-269978-D4.2), 2012.

Ph. Beaune, Pedrinaci C. and Lin C. Annotation Recommendation for the Semantic Description of RESTful Web Services, Knowledge Media Institute, The Open University, 2012.

PhD Thesis:

Lin C.  Probabilistic topic models for sentiment analysis on the Web, University of Exeter, 2011.

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