GATE papers
Which paper to cite for ..
GATE:
- H. Cunningham, V. Tablan, A. Roberts, K. Bontcheva (2013) Getting More Out of Biomedical Documents with GATE's Full Lifecycle Open Source Text Analytics. PLoS Comput Biol 9(2): e1002854. doi:10.1371/journal.pcbi.1002854 — http://tinyurl.com/gate-life-sci/
ANNIE (for TwitIE — version of ANNIE for social media — see below):
- H. Cunningham, D. Maynard, K. Bontcheva, V. Tablan. GATE: A Framework and Graphical Development Environment for Robust NLP Tools and Applications. Proceedings of the 40th Anniversary Meeting of the Association for Computational Linguistics (ACL'02). Philadelphia, July 2002. PDF. BibTeX.
- V. Tablan, K. Bontcheva, I. Roberts, and H. Cunningham. Mímir: An open-source semantic search framework for interactive information seeking and discovery. Journal of Web Semantics: Science, Services and Agents on the World Wide Web, 2014. doi:10.1016/j.websem.2014.10.002. pre-print BibTeX.
TwitIE:
- K. Bontcheva, L. Derczynski, A. Funk, M.A. Greenwood, D. Maynard, N. Aswani. TwitIE: An Open-Source Information Extraction Pipeline for Microblog Text. Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2013). PDF, Download TwitIE
Social media analysis tools in GATE:
Ontology features in GATE:
- K. Bontcheva, V. Tablan, D. Maynard, H. Cunningham. Evolving GATE to Meet New Challenges in Language Engineering. Natural Language Engineering. 10 (3/4), pp. 349-373. 2004. Pre-print. BibTeX.
GATE Teamware:
- K. Bontcheva, H. Cunningham, I. Roberts, A. Roberts, V. Tablan, N. Aswani, G. Gorrell. Teamware: A Web-based, Collaborative Text Annotation Framework. Language Resources and Evaluation. Volume 47, Issue 4, December 2013. PDF
- G. Gorrell, X. Song and A. Roberts. Bio-YODIE: A Named Entity Linking System for Biomedical Text. arXiv:1811.04860, 2018 arXiv
2023
Forthcoming / Accepted
Conference papers
- Yida Mu, Kalina Bontcheva, and Nikolaos Aletras. "It's about Time: Rethinking Evaluation on Rumor Detection Benchmarks using Chronological Splits." EACL Findings (2023).
- Yida Mu, Mali Jin, Charlie Grimshaw, Carolina Scarton, Kalina Bontcheva, and Xingyi Song. "VaxxHesitancy: A Dataset for Studying Hesitancy Towards COVID-19 Vaccination on Twitter." ICWSM (2023).
2022
Conference papers
- Yida Mu, Pu Niu, and Nikolaos Aletras. "Identifying and characterizing active citizens who refute misinformation in social media." In 14th ACM Web Science Conference 2022, pp. 401-410. 2022.
- Iknoor Singh, Kalina Bontcheva, Xingyi Song, and Carolina Scarton. "Comparative Analysis of Engagement, Themes, and Causality of Ukraine-Related Debunks and Disinformation." In Social Informatics: 13th International Conference, SocInfo 2022, Glasgow, UK, October 19–21, 2022, Proceedings, pp. 128-143. Cham: Springer International Publishing, 2022. PDF Dataset
- Iknoor Singh, Yue Li, Melissa Thong, and Carolina Scarton. 2022. GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity. In Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), pages 1121–1128, Seattle, United States. Association for Computational Linguistics. PDF
Book chapters
- Karen Jones, Diana Maynard, and Flurina Wartmann. "Best Practice for Forensic Fishing: Combining Text Processing with an Environmental History View of Historic Travel Writing in Loch Lomond, Scotland." In Purves, Ross S., et al. "Interdisciplinary Perspectives on Environmental Narratives." Unlocking Environmental Narratives: Towards Understanding Human Environment Interactions through Computational Text Analysis (2022): 17. PDF
2021
Journal papers
- M. van Erp, C. Reynolds, D. Maynard, A. Starke, R. Ibañez-Martín et al. Using Natural Language Processing and Artificial Intelligence to explore the nutrition and sustainability of recipes and food. Frontiers in Artificial Intelligence 2021. doi: 10.3389/frai.2020.621577 PDF
- Xingyi Song, Johann Petrak, Ye Jiang, Iknoor Singh, Diana Maynard, and Kalina Bontcheva. "Classification aware neural topic model for COVID-19 disinformation categorisation." PloS one 16, no. 2 (2021): e0247086.
- Natasha Chilman, Xingyi Song, Angus Roberts, Esther Tolani, Robert Stewart, Zoe Chui, Karen Birnie et al. "Text mining occupations from the mental health electronic health record: a natural language processing approach using records from the Clinical Record Interactive Search (CRIS) platform in south London, UK." BMJ open 11, no. 3 (2021): e042274.
- Iknoor Singh, Carolina Scarton, and Kalina Bontcheva. "Multistage BiCross encoder for multilingual access to COVID-19 health information." Plos one 16, no. 9 (2021): e0256874. PDF
Conference papers
- Diana Maynard, Julie Posetti, Kalina Bontcheva. Using Natural Language Processing to analyse social media attacks targeting Philippines Journalist Maria Ressa: a big data case study. World Press Freedom Day Academic Conference on the Safety of Journalists, 29 April 2021, Windhoek, Namibia.
- Jackie Harrison, Diana Maynard and Sara Torsner. Building local monitoring capacity through a human rights-based approach to the systematic monitoring of violations against journalists in line with Sustainable Development Goal 16.10.1. World Press Freedom Day Academic Conference on the Safety of Journalists, 29 April 2021, Windhoek, Namibia.
- Diana Maynard, Sara Torsner, Jackie Harrison, Julie Posetti. Monitoring violence against women journalists: a proposal for a gender responsive approach to systematically record violations and pathways of violence escalation. International Association for Media and Communication Research (IAMCR) conference, 11-15 July 2021, Nairobi, Kenya.
- Julie Posetti, Diana Maynard, Kalina Bontcheva. Maria Ressa: A multidisciplinary participatory action research case study in gendered online violence. International Association for Media and Communication Research (IAMCR) conference, 11-15 July 2021, Nairobi, Kenya.
Other
- J. Posetti, D. Maynard and K. Bontcheva. Maria Ressa: Fighting an Onslaught of Online Violence. ICFJ, Washington, D.C., March 2021. PDF
- J. Posetti, N. Shabbir, D. Maynard, K. Bontcheva, N. Aboulez (2021). The Chilling: Global trends in online violence against women journalists. Research discussion paper. UNESCO, April 2021. PDF
- Christian Reynolds, Berill Takacs, Anastasiia Klimashevskaia, Aslaug Angelsen, Rebeca Ibanez Martin, Steve Brewer, Marieke van Erp, Alain Starke, Diana Maynard, Christoph Trattner. Comparing the environmental impacts of recipes from four different recipe databases using Natural Language Processing. Poster presented at Livestock, Environment and People (LEAP) conference, 6 December 2021, Oxford, UK.
2020
Journal papers
- Diana Maynard, Benedetto Lepori, Johann Petrak, Xingyi Song, Philippe Larédo. Using ontologies to map between research data and policymakers’ presumptions: the experience of the KNOWMAK project. Journal of Scientometrics 2020. DOI: 10.1007/s11192-020-03664-6. Springer link
- Jackie Harrison, Diana Maynard and Sara Torsner. Strengthening the Monitoring of SDG 16.10.1 and the Manifestations of Violations against Journalists through an Events-based Methodology. Journal of Media and Communication, vol. 8, no. 1: Rethinking the Safety of Journalists, 2020. online version
- Gorrell, G., Bakir, M. E., Roberts, I., Greenwood, M. A., & Bontcheva, K. (2020). Which politicians receive abuse? Four factors illuminated in the UK general election 2019. EPJ Data Science, 9(1), 18. online version
- Mu, Yida, and Nikolaos Aletras. "Identifying Twitter users who repost unreliable news sources with linguistic information." PeerJ Computer Science 6 (2020): e325.
Conference papers
- Diana Maynard and Adam Funk. Combining expert knowledge with NLP for specialised applications. Proc. of 23rd International Conference on Text, Speech and Dialogue (TSD), Brno, Czech Republic, Sep 8-11, 2020. Springer link
- Xingyi Song, Johnny Downs, Sumithra Velupillai, Rachel Holden, Maxim Kikoler, Kalina Bontcheva, RinaDutta, Angus Roberts. Using Deep Neural Networks with Intra- and Inter-Sentence Context to ClassifySuicidal Behaviour.In: The 12th International Conference on Language Resources and Evaluation, 2020
- Jie Gao, Sooji Han, Xingyi Song and Fabio Ciravegna. RP-DNN: A Tweet level propagation context based deep neural networks for early rumor detection in Social Media. In:The 12th International Conference on Language Resources and Evaluation, 2020
- Natasha Chilman, Xingyi Song, Angus Roberts, Robert Stewart, Anna Kolliakou and Jayati Das-Munshi.Text-Mining Occupations from the Electronic Health Record: The Development and Evaluation of a Natural Language Processing Application to Extract Occupations from the Clinical Record Interactive Search(CRIS) Case Register. In: UK healthcare text analytics conference, 2020
- Ye Jiang, Yimin Wang, Xingyi Song and Diana Maynard. Comparing Topic-Aware Neural Networks for Bias Detection of News. Proc. of ECAI 2020, Aug 29 - 2 Sep 2020, Santiago de Compostela, Spain.
2019
Journal papers
- Genevieve Gorrell, Mehmet E. Bakir, Ian Roberts, Mark A. Greenwood, Benedetta Iavarone and Kalina Bontcheva, 2019. Partisanship, Propaganda and Post-Truth Politics: Quantifying Impact in Online Debate. Journal of Web Science 2019(7). online version
- Velupillai, S., Hadlaczky, G., Baca-Garcia, E., Gorrell, G.M., Werbeloff, N., Nguyen, D., Patel, R., Leightley, D., Downs, J., Hotopf, M. and Dutta, R., 2019. Risk assessment tools and data-driven approaches for predicting and preventing suicidal behavior. Frontiers in psychiatry, 10. pdf
Conference papers
- Benedetto Lepori, Philippe Laredo, Thomas Scherngell, Diana Maynard and Massimiliano Guerini. Exploring Knowledge production in Europe. The KNOWMAK tool. Atlanta Conference on Science and Innovation Policy (ATLC), 14-16 October 2019, Atlanta, US. Abstract
- Y.Jiang, J. Petrak, X. Song, K. Bontcheva, D. Maynard. Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network . Proc. of SemEval 2019 - the International Workshop on Semantic Evaluation, 6-7 June 2019, Minneapolis, US. PDF
- D. Maynard, S. Torsner, J. Harrison. Bridging the Gap between local and global monitoring of journalist safety. International Association for Media and Communication Research (IAMCR) conference, 7-11 July 2019, Madrid, Spain.
- D. Maynard, S. Torsner. Mixed-methods approach for monitoring the safety of journalists: data collection— categorisation and analysis. International Association for Media and Communication Research (IAMCR) conference, 7-11 July 2019, Madrid, Spain.
- D. Maynard, B. Lepori and P. Laredo. Using ontologies to map between research and policy data: opportunities and challenges. Proceedings of 17th International Conference on Scientometrics and Informetrics (ISSI), September 2019, Rome. PDF
- Benedetto Lepori, Philippe Laredo, Thomas Scherngell, Diana Maynard and Massimiliano Guerini Exploring Knowledge production in Europe. The KNOWMAK tool. Proceedings of 17th International Conference on Scientometrics and Informetrics (ISSI), September 2019, Rome. PDF
- D. Maynard, S. Torsner, J. Harrison. Methodological possibilities for strengthening the monitoring of indicator 16.10.1. World Press Freedom Day (WPFD) Academic Conference on the Safety of Journalists, Addis Ababa, Ethiopia, May 1st, 2019.
- Gorrell, G., Kochkina, E., Liakata, M., Aker, A., Zubiaga, A., Bontcheva, K. and Derczynski, L., 2019, June. SemEval-2019 task 7: RumourEval, determining rumour veracity and support for rumours. In Proceedings of the 13th International Workshop on Semantic Evaluation (pp. 845-854). pdf
2018
Journal papers
- G. Resce and D. Maynard. What matters most to people around the world? Retrieving Better Life Index priorities on Twitter. Journal of Technological Forecasting & Social Change. PDF
- Jackson, R., Kartoglu, I., Stringer, C., Gorrell, G., Roberts, A., Song, X., Wu, H., Agrawal, A., Lui, K., Groza, T. and Lewsley, D., 2018. CogStack-experiences of deploying integrated information retrieval and extraction services in a large National Health Service Foundation Trust hospital. BMC medical informatics and decision making, 18(1), p.47.
Conference papers
- Xingyi Song, Johann Petrak, Angus Roberts. A Deep Neural Network Sentence Level Classification Method with Context Information. Conference on Empirical Methods in Natural Language Processing (EMNLP), Brussels, Belgium, October 31–November 4, 2018. PDF
- Prashant Khare, Gregoire Burel, Diana Maynard and Harith Alani. Cross-Lingual Classification of Crisis Data. International Semantic Web Conference, October 8-12 2018, Monterey, California. pre-print
- Gorrell, G., Roberts, I., Greenwood, M. A., Bakir, M. E., Iavarone, B. and Bontcheva, K. 2018. Quantifying Media Influence and Partisan Attention on Twitter during the UK EU Referendum. Social Informatics 2018, St Petersburg, Russia, 25-28 September 2018. Author Accepted Manuscript
- Z. Zhang, J. Petrak, D. Maynard. Adapted TextRank for Term Extraction: Proc. of Semantics 2018, Vienna, Austria, 10-13 September, 2018. pre-print
- G. Gorrell, M. Greenwood, I. Roberts, D. Maynard, K. Bontcheva. Twits, Twats and Twaddle: Trends in Online Abuse towards UK Politicians. In Proceedings of the 12th International Conference on Web and Social Media (ICWSM 2018), 25-28 June 2018, Stanford, US. PDF
- L. Derczynski, K. Meesters, K. Bontcheva, D. Maynard. Helping Crisis Responders Find the Informative Needle in the Tweet Haystack. In Proceedings of 15th International Conference on Information Systems for Crisis Response and Management (ISCRAM), 20-23 May 2018, Rochester, US. arxiv pre-print
- X.Song, J.Downs, S.Velupillai, R.Holden, M.Kikoler, R.Dutta, A.Roberts. Using the Big Picture – A Deep and Distant Approach to Classification of Suicidal Ideation in Autism Spectrum Disorder. UK Healthcare Text Analytics Conference. 18-19 April 2018, Manchester, UK. PDF
2017
Journal papers
- M. Fernandez, L. Piccolo, D. Maynard, M. Wippoo, C. Meili, H. Alani. Pro-Environmental Campaigns via Social Media: Analysing Awareness and Behaviour Patterns. The Journal of Web Science, 3(1), 2017.pre-print
- I. Augenstein, L. Derczynski, K. Bontcheva. 2017. Generalisation in Named Entity Recognition: A Quantitative Analysis. In Computer Speech and Language, Elsevier. PDF
Book chapters
- K. Bontcheva, L. Derczynski, I. Roberts. Crowdsourcing Named Entity Recognition and Entity Linking Corpora. In Nancy Ide and James Pustejovsky, eds.: The Handbook of Linguistic Annotation, Springer, 2017. ISBN 978-94-024-0879-9 Springer Link
Conference/workshop papers
- D. Maynard and B. Lepori. Ontologies as bridges between data sources and user queries: the KNOWMAK project experience. Proceedings of STI 2017, Paris, France, September 2017 PDF
- Y. Jiang, X. Song, J. Harrison, S. Quegan and D. Maynard. Comparing Attitudes to Climate Change in the Media using sentiment analysis based on Latent Dirichlet Allocation. Proc. of EMNLP workshop Natural Language Meets Journalism, Copenhagen, Denmark, September 2017 PDF
- P.K. Srijith, M. Lukasik, K. Bontcheva and T. Cohn. Longitudinal Modeling of Social Media with Hawkes Process based on Users and Networks. In The IEEE/ACM International Conference on Social Networks Analysis and Mining, ASONAM, 2017.
- D. Maynard, A. Funk and B. Lepori. Towards an Infrastructure for Understanding and Interlinking Knowledge Co-Creation in European research. ESWC 2017 Workshop on Scientometrics, Portoroz, Slovenia, May 2017. PDF
- L. Derczynski. Automatically Ordering Events and Times in Text. Studies in Computational Intelligence 677. Springer. online version
- L. Derczynski, K. Bontcheva, M. Liakata, R. Procter, G. Wong Sak Hoi, A. Zubiaga. 2017. SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumours. In 10th International Workshop on Semantic Evaluation (SemEval 2017), ACL. PDF
- A. Aker, J. Petrak, and F. Sabbah, An Extensible Multilingual Open Source Lemmatizer, in Proceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2017, Varna, Bulgaria, 2017, pp. 40–45. online version
2016
Books
- D. Maynard, K. Bontcheva, I. Augenstein. Natural Language Processing for the Semantic Web. Morgan and Claypool, December 2016. ISBN: 9781627059091 Morgan and Claypool link
Journal papers
- Anna Kolliakou, Michael Ball, Leon Derczynski, David Chandran, George Gkotsis, Paolo Deluca, Richard Jackson, Hitesh Shetty, Robert Stewart. Novel psychoactive substances: an investigation of temporal trends in social media and electronic health records. European Psychiatry.
Conference/workshop papers
- L. Derczynski, K. Bontcheva, I. Roberts. Broad Twitter Corpus: A Diverse Named Entity Recognition Resource. In Proc. of the Int'l Conference on Computational Linguistics (COLING). PDF
- M. Lukasik, P. K. Srijith, D. Vu, K. Bontcheva, A. Zubiaga, T. Cohn. Hawkes Processes for Continuous Time Sequence Classification an Application to Rumour Stance Classification in Twitter. In Proceedings of the 54th annual meeting of the Association for Computational Linguistics, ACL, 2016. PDF
- A. Zubiaga, E. Kochkina, M. Liakata, R. Procter, M. Lukasik.. Stance classification in Rumours as a Sequential Task Exploiting the Tree Structure of Social Media Conversations. In 26th International Conference on Computational Linguistics, COLING, 2016. PDF
- L. Derczynski. Representation and Learning of Temporal Relations. In Proc. of the Int'l Conference on Computational Linguistics (COLING). PDF
- S. Bethard, G. Savova, W-T. Chen, L. Derczynski, J. Pustejovsky, M. Verhagen. SemEval-2016 Task 12: Clinical TempEval. In Proceedings of the 2016 workshop on Semantic Evaluation.
- D. Maynard and K. Bontcheva. Challenges of Evaluating Sentiment Analysis Tools on Social Media. In Proc. of Language Resources and Evaluation Conference (LREC), May 2016, Portoroz, Slovenia. PDF
- Miriam Fernandez, Harith Alani, Lara Piccolo, Christoph Meili, Diana Maynard and Meia Wippoo. Talking Climate Change via Social Media: Communication, Engagement and Behaviour. Proc. of WebSci, May 22-25 2016, Hannover, Germany. PDF
- Siti Salwa Hasbullah and Diana Maynard. Automated Content Analysis: A Sentiment Analysis on Malaysian Government Social Media In Proc. of ACM International Conference on Ubiquitous Information Management and Communication (IMCOM), January 2016, Danang, Vietnam. PDF
- L. Derczynski and S. Chester. Generalised Brown Clustering and Roll-up Feature Generation. In Proc. 30th AAAI, Phoenix, AZ USA Feb. 2016. PDF code - doi:10.5281/zenodo.33758
- L. Derczynski. Complementarity, F-score, and NLP Evaluation. In Proceedings of the 10th Conference on International Language Resources and Evaluation. 2016. PDF
- L. Derczynski, J. Strötgen, D. Maynard, M. A. Greenwood, M. Jung. GATE-Time: Extraction of Temporal Expressions and Events. In Proceedings of the 10th Conference on International Language Resources and Evaluation. 2016. PDF
- L. Derczynski. Language as a reflection of mental time travel. In the Conference on Travelling in time: The construction of past and future events across domains. 2016.
2015
Book chapters
- Diana Maynard and Jonathon Hare. Entity-based Opinion Mining from Text and Multimedia. In "Advances in Social Media Analysis", Mohamed Gaber, Nirmalie Wiratunga, Ayse Goker, and Mihaela Cocea (eds.) 2015, Springer. Springer link.
- B. Pereira Nunes, R. Kawase, B. Fetahu, S. Dietze, M. Casanova, D. Maynard. Interlinking documents based on semantic graphs with an application. In "Knowledge-Based Information Systems in Practice: Smart Innovation, Systems and Technologies" Volume 30, 2015, Springer, ISBN 978-3-319-13544-1, pp 139-155. Springer link
Journal articles
- L. Derczynski, D. Maynard, G. Rizzo, M. van Erp, G. Gorrell, R. Troncy, J. Petrak, K. Bontcheva. Analysis of Named Entity Recognition and Linking for Tweets. In Information Processing and Management, 51(2) 32-49, 2015. PDF
- K. Bontcheva, J. Kieniewicz, S. Andrews and M. Wallis. Semantic Enrichment and Search: A Case Study on Environmental Science Literature. In D-Lib Magazine, Vol 21, Number 1/2, Jan/Feb 2015. HTML.
Conference/workshop papers
- M. Lukasik, T. Cohn and K. Bontcheva. Classifying Tweet Level Judgements of Rumours in Social Media. In Proceedings of Empirical Methods of Natural Language Processing, EMNLP, 2015. PDF
- M. Lukasik, S. Prabhakaran Nair Kusumam, T. Cohn, and K. Bontcheva.. Modeling Tweet Arrival Times using Log-Gaussian Cox Processes. In Proceedings of Empirical Methods of Natural Language Processing, EMNLP, 2015. PDF
- M. Lukasik, T. Cohn, K. Bontcheva. Point process modelling of rumour dynamics in social media. In Proceedings of the 53rd annual meeting of the Association for Computational Linguistics, ACL, 2015. PDF
- D. Maynard and K. Bontcheva. Understanding climate change tweets: an open source toolkit for social media analysis. In Proc. of EnviroInfo 2015, Copenhagen, Sep. 2015. PDF
- D. Maynard, M. A. Greenwood, I. Roberts, G. Windsor, K. Bontcheva. Real-time Social Media Analytics through Semantic Annotation and Linked Open Data. Proceedings of WebSci 2015, Oxford, UK. PDF
- G. Gorrell, J. Petrak and K. Bontcheva. LOD-based Disambiguation of Named Entities in @tweets through Context #enrichment. In Proceedings of ESWC, June 2015, Portoroz, Slovenia. PDF
- A. Dietzel and D. Maynard. Climate Change: A Chance for Political Re-Engagement? In Proc. of the Political Studies Association 65th Annual International Conference, April 2015, Sheffield, UK. PDF
- S. Bethard, L. Derczynski, J. Pustejovsky, M. Verhagen. SemEval-2015 Task 6: Clinical TempEval. In Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015).
- F. Uzdilli, M. Jaggi, D. Egger, P. Julmy, L. Derczynski, M. Cieliebak. Swiss-Chocolate: Combining Flipout Regularization and Random Forest with Artificially Built Subsystems to Boost Text-Classification for Sentiment. In Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015).
- H. Tissot, G. Gorrell, A. Roberts, L. Derczynski, M. Didonet del Fabro. UFPRSheffield: Contrasting Two Diverse Approaches to Time Expression Identification in Clinical TempEval. In Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015).
- H. Tissot, A. Roberts, L. Derczynski, G. Gorrell, M. Didonet del Fabro. Analysis of Temporal Expressions Annotated in Clinical Notes. In Proceedings of the 11th Joint ACL-ISO Workshop on Interoperable Semantic Annotation (ISA-11). PDF
- M. Leginus, L. Derczynski, P. Dolog. Enhanced Information Access to Social Streams through Word Clouds with Entity Grouping. In Proceedings of the 11th International Conference on Web Information Systems and Technologies (WEBIST). PDF
- L. Derczynski, I. Augenstein, K. Bontcheva. 2015. USFD: Twitter NER with Drift Compensation and Linked Data. In Proceedings of the Workshop on Noisy User-generated Text (W-NUT).
- L. Derczynski, S. Chester, K. S. Bøgh. 2015. Tune Your Brown Clustering, Please. In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2015). Why you must tune Brown clustering and how
- L. Derczynski, R. Gaizauskas. 2015. Temporal Relation Classification using a Model of Tense and Aspect. In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2015).
- L. Derczynski, K. Bontcheva. 2015. Efficient named entity annotation through pre-empting. In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2015).
2014
- Gorrell, G., & Bontcheva, K. (2014). Classifying Twitter Favorites: Like, Bookmark, or Thanks? Journal of the Association for Information Science and Technology. PDF
- Diana Maynard, Gerhard Gossen, Marco Fisichella, Adam Funk. Should I care about your opinion? Detection of opinion interestingness and dynamics in social media. Journal of Future Internet, Special Issue on Archiving Community Memories, 2014. http://www.mdpi.com/1999-5903/6/3/457/pdf
- Elena Demidova, Nicola Barbieri, Stefan Dietze, Adam Funk, Helge Holzmann, Diana Maynard, Nikos Papailiou, Wim Peters, Thomas Risse, Dimitris Spiliotopoulos. Analysing and Enriching Focused Semantic Web Archives for Parliament Applications. In Journal of Future Internet, Special Issue on Archiving Community Memories, 2014. Download
- Diana Maynard. Challenges in Analysing Social Media. In Adrian Duşa, Dietrich Nelle, Günter Stock and Gert G. Wagner (eds.) (2014): Facing the Future: European Research Infrastructures for the Humanities and Social Sciences. SCIVERO Verlag, Berlin, 2014.
- Diana Maynard and Mark A. Greenwood. Who cares about sarcastic tweets? Investigating the impact of sarcasm on sentiment analysis. Proc. of LREC 2014, Reykjavik, Iceland, May 2014. PDF
- Diana Maynard and Kalina Bontcheva. Natural Language Processing. In J. Lehmann and J. Voelker editors, Perspectives of Ontology Learning. IOS Press.
- L. Derczynski, K. Bontcheva. Spatio-temporal grounding of claims made on the web, in Pheme. Proceedings of the 10th Joint ACL - ISO Workshop on Interoperable Semantic Annotation (ISA). PDF
- L. Derczynski, K. Bontcheva. Passive-Aggressive Sequence Labeling with Discriminative Post-Editing for Recognising Person Entities in Tweets. Proceedings of the meeting of the European chapter of the Association for Computation Linguistics (EACL). PDF
- K. Bontcheva, I. Roberts, L. Derczynski, D. Rout. The GATE Crowdsourcing Plugin: Crowdsourcing Annotated Corpora Made Easy. Proceedings of the meeting of the European chapter of the Association for Computation Linguistics (EACL). PDF
- M. Sabou, K. Bontcheva, L. Derczynski, A. Scharl. 2014. Corpus Annotation through Crowdsourcing: Towards Best Practice Guidelines. Proceedings of the Language Resources and Evaluation Conference (LREC). PDF
- T. Risse, W. Peters, P. Senellart, D. Maynard. Documenting Contemporary Society by Preserving Relevant Information from Twitter. In 'Twitter and Society', edited by K. Weller, A. Bruns, J. Burgess, M. Mahrt and C. Puschmann.
PDF
- L. Derczynski, C. V. Field, K. S. Bøgh. DKIE: Open Source Information Extraction for Danish. Proceedings of the meeting of the European chapter of the Association for Computation Linguistics (EACL). PDF
2013
- K. Bontcheva, H. Cunningham, I. Roberts, A. Roberts, V. Tablan, N. Aswani, G. Gorrell. Teamware: A Web-based, Collaborative Text Annotation Framework. Language Resources and Evaluation. Volume 47, Issue 4, December 2013. PDF
- Leon Derczynski, Robert Gaizauskas. Information Retrieval for Temporal Bounding. Proceedings of the International Conference on the Theory of Information Retrieval (ICTIR 2013). PDF
- Diana Maynard, David Dupplaw, Jonathon Hare. Multimodal Sentiment Analysis of Social Media. Proc. of BCS SGAI Workshop on Social Media Analysis, 10 December 2013. PDF
- Valentin Tablan; Kalina Bontcheva; Ian Roberts; Hamish Cunningham; Marin Dimitrov. AnnoMarket: An Open Cloud Platform for NLP. Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL'2013). PDF
- K. Bontcheva, L. Derczynski, A. Funk, M.A. Greenwood, D. Maynard, N. Aswani. TwitIE: An Open-Source Information Extraction Pipeline for Microblog Text. Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2013). PDF, Download TwitIE
- Demidova, E., Barbieri, N., Dietze, S., Funk, A., Gossen, G., Maynard, D., Papailiou, N., Plachouras, V., Peters, W., Risse, T., Stavrakas, Y. & Tahmasebi, N. (2013). Analysing Entities, Topics and Events in Community Memories. Proceedings of the first International Workshop on Archiving Community Memories.
- M. Brucato, L. Derczynski, H. Llorens, K. Bontcheva, C.S. Jensen. Recognising and Interpreting Named Temporal Expressions. Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2013). PDF
- L. Derczynski, A. Ritter, S. Clark, K. Bontcheva. Twitter Part-of-Speech Tagging for All: Overcoming Sparse and Noisy Data. Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2013). PDF, Download the POS tagger
- L. Derczynski, K. Bontcheva. Mining Social Media with Linked Open Data, Entity Recognition, and Event Extraction. Third Workshop on Data Extraction and Object Search (DEOS 2013). slides
- L. Derczynski, R. Gaizauskas. Information Retrieval for Temporal Bounding. Fourth International Conference on the Theory of Information Retrieval (ICTIR 2013). PDF
- L. Derczynski, R. Gaizauskas. Temporal Signals Help Label Temporal Relations. Proceedings of the 51st meeting of the Association for Computational Linguistics (ACL 2013). PDF
- N. Uzzaman, H. Llorens, L. Derczynski, J.F. Allen, M. Verhagen, J. Pustejovsky. SemEval-2013 Task 1: TempEval-3: Evaluating Events, Time Expressions, and Temporal Relations. In Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013). PDF
- B. Pereira Nunes, R. Kawase, B. Fetahu, S. Dietze, M. Casanova, D. Maynard. Interlinking documents based on semantic graphs. 17th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2013), 9-12 September 2013, Kitakyushu, Japan.
- D. Rout, K. Bontcheva, M. Hepple. Reliably Evaluating Summaries of Twitter Timelines. Analyzing Microtext. AAAI 2013 Spring Symposium. March 25-27, Stanford, California, 2013. PDF
- D. Rout, D. Preotiuc-Pietro, K. Bontcheva, T. Cohn. Where’s @wally? A Classification Approach to Geolocating Users Based on their Social Ties. 24th ACM Conference on Hypertext and Social Media, 1–3 May, Paris, France. 2013. PDF
- L. Derczynski, D. Maynard, N. Aswani, K. Bontcheva. Microblog-Genre Noise and Impact on Semantic Annotation Accuracy. 24th ACM Conference on Hypertext and Social Media, 1–3 May, Paris, France. 2013. PDF
- L. Derczynski, R. Gaizauskas. Empirical Validation of Reichenbach's Tense Framework. In Proceedings of the 10th Conference on Computational Semantics (IWCS 2013). PDF
- L. Derczynski, B. Yang, C.S. Jensen. Towards Context-Aware Search and Analysis on Social Media Data. In Proceedings of the Extending Database Technology conference (EDBT 2013), Genoa, Italy. PDF
- Cunningham H, Tablan V, Roberts A, Bontcheva K (2013) Getting More Out of Biomedical Documents with GATE's Full Lifecycle Open Source Text Analytics. PLoS Comput Biol 9(2): e1002854. doi:10.1371/journal.pcbi.1002854 — http://tinyurl.com/gate-life-sci/
- K. Bontcheva, D. Rout. Making Sense of Social Media through Semantics: A Survey. Semantic Web - Interoperability, Usability, Applicability. IOS Press. In Press. Pre-print with PDF.
- D. Damljanovic, M. Agatonovic, H. Cunningham, K. Bontcheva. Improving habitability of natural language interfaces for querying ontologies with feedback and clarification dialogues. Web Semantics: Science, Services and Agents on the World Wide Web. Volume 19. pages 1-21. PDF
2012
- S. Dietze, D. Maynard, E. Demidova, T. Risse, W. Peters, K. Doka, Y. Stavrakas. Preservation of Social Web Content based on Entity Extraction and Consolidation. International Workshop on Semantic Digital Archives (SDA 2012), Paphos, Cyprus, September 2012, Vol. 912 CEUR-WS.org (2012) , p. 18-29.
- M. Sabou, K. Bontcheva, A. Scharl. Crowdsourcing research opportunities: Lessons from Natural Language Processing. I-KNOW, September 2012. PDF
- D. Damljanovic and K. Bontcheva: . Named Entity Disambiguation using Linked Data. Proceedings of the 9th Extended Semantic Web Conference (ESWC 2012), Heraklion, Greece, May 2012. Poster session. PDF
- D. Maynard, K. Bontcheva, D. Rout. Challenges in developing opinion mining tools for social media. In Proceedings of @NLP can u tag #usergeneratedcontent?! Workshop at LREC 2012, May 2012, Istanbul, Turkey. PDF
- D. Maynard and M. Greenwood. Large Scale Semantic Annotation, Indexing and Search at The National Archives. In Proceedings of LREC 2012, May 2012, Istanbul, Turkey. PDF
- H. H. Wang, D. Damljanovic, T. R. Payne, N. Gibbins, K. Bontcheva: Transition of legacy systems to semantically enabled applications: TAO method and tools. Semantic Web 3(2): 157-168. 2012. PDF
- M. A. Greenwood, N. Aswani, K. Bontcheva: Reputation Profiling with GATE. CLEF (Online Working Notes/Labs/Workshop). 2012. PDF
2011
- K. Bontcheva, H. Cunningham. Semantic Annotations and Retrieval: Manual, Semi-automatic and Automatic Generation. Domingue, John; Fensel, Dieter; Hendler, James A. (Eds.). Handbook of Semantic Web Technologies. 2011.
- T. Risse, S. Dietze, D. Maynard and N. Tahmasebi. Using Events for Content Appraisal and Selection in Web Archives. In Proceedings of DeRiVE 2011: Workshop in conjunction with the 10th International Semantic Web Conference 2011, October 2011, Bonn, Germany. PDF
- D. Damljanovic, U. Kruschwitz and M. Albakour. Using Virtual Documents to move Information Retrieval and Knowledge Management Closer Together, 4th Workshop on Exploiting Semantic Annotation in Information Retrieval, collocated with the 20th ACM Conference on Information and Knowledge Management (CIKM) 2011, October 28, 2011
- V. Tablan, I. Roberts, H. Cunningham, and K. Bontcheva. GATECloud.net: Cloud Infrastructure for Large-Scale, Open-Source Text Processing. In UK e-Science All hands Meeting 2011, York, September 2011.PDF
- D. Maynard and A. Funk. Automatic detection of political opinions in tweets. In Raúl García-Castro, Dieter Fensel and Grigoris Antoniou (eds.) The Semantic Web: ESWC 2011 Selected Workshop Papers, Lecture Notes in Computer Science, Springer, 2011. PDF (longer version of MSM paper).
- D. Maynard and A. Funk. Automatic detection of political opinions in tweets. In Proceedings of MSM 2011: Making Sense of Microposts. Workshop at 8th Extended Semantic Web Conference (ESWC 2011). Heraklion, Greece. June 2011. PDF
- H. Wang, D. Damljanovic, T. Payne, N. Gibbins, and K. Bontcheva: Transition of Legacy Systems to Semantically Enabled Applications: TAO Method and Tools. Semantic Web Journal, IOS Press, 2011. (to appear)
- D. Damljanovic, M. Agatonovic, H. Cunningham: FREyA: an Interactive Way of Querying Linked Data using Natural Language. In Raúl García-Castro, Dieter Fensel and Grigoris Antoniou (eds.) The Semantic Web: ESWC 2011 Selected Workshop Papers, Lecture Notes in Computer Science, Springer, 2011. PDF (improved version of QALD-1 paper)
- D. Damljanovic, M. Agatonovic, H. Cunningham: FREyA: an Interactive Way of Querying Linked Data using Natural Language. In: Proceedings of 1st Workshop on Question Answering over Linked Data (QALD-1),
Collocated with the 8th Extended Semantic Web Conference (ESWC 2011). Heraklion, Greece (June 2011) PDF
- D. Damljanovic, J. Petrak, M. Lupu, H. Cunningham, M. Carlsson, G. Engstrom, B. Andersson: Random Indexing for Finding Similar Nodes within Large RDF graphs. In Raúl García-Castro, Dieter Fensel and Grigoris Antoniou (eds.) The Semantic Web: ESWC 2011 Selected Workshop Papers, Lecture Notes in Computer Science, Springer, 2011. PDF (improved version of RED2011 paper)
- D. Damljanovic, J. Petrak, M. Lupu, H. Cunningham, M. Carlsson, G. Engstrom, B. Andersson: Random Indexing for Finding Similar Nodes within Large RDF graphs. In: Proceedings of the Fourth International Workshop on Resource Discovery (RED2011),
Collocated with the 8th Extended Semantic Web Conference (ESWC 2011). Heraklion, Greece (June 2011) PDF
- M. Assel, A. Cheptsov, B. Czink, D. Damljanovic, J. Quesada: MPI Realization of High Performance Search for Querying Large RDF Graphs using Statistical Semantics . In: Proceedings of the 1st Workshop on High-Performance Computing for the Semantic Web, Collocated with the 8th Extended Semantic Web Conference (ESWC 2011). Heraklion, Greece (June 2011) PDF
2010
- H. Wang, D. Damljanovic, J. Sun. Enhanced Semantic Access to Formal Software Models. In the Proceedings of the 12th International Conference on Formal Engineering Methods, November 16 - 19, 2010, Shanghai, China. PDF
- K. Bontcheva, H. Cunningham, I. Roberts, V. Tablan. Web-based Collaborative Corpus Annotation: Requirements and a Framework Implementation. In "New Challenges for NLP Frameworks" workshop at LREC, Malta, May 2010.PDF
- Y. Zeng, Y. Wang, Z. Huang, D. Damljanovic, N. Zhong, and C. Wang. User Interests: Definition, Vocabulary, and Utilization in Unifying Search and Reasoning. Proceedings of the 2010 International Conference on Active Media Technology, Lecture Notes in Computer Science 6335, 98-107, 2010.
- D. Damljanovic: Towards Portable Controlled Natural Languages for Querying Ontologies. In: Rosner, M., Fuchs, N. (eds.) Second Workshop on Controlled Natural Languages, CEUR Workshop Pre-Proceedings ISSN 1613-0073, vol. 622. http://ceur-ws.org, Marettimo Island, Italy, 13-15 September, 2010. PDF
- A. Wyner, K. Angelov, G. Barzdins, D. Damljanovic, B. Davis, N. Fuchs, S. Hoefler, K. Jones, K. Kaljurand, T. Kuhn, M. Luts, J. Pool, M. Rosner, R. Schwitter, J. Sowa: On controlled natural languages: Properties and prospects. In N. Fuchs, ed.: Controlled Natural Language. Volume 5972 of Lecture Notes in Computer Science. Springer Berlin/Heidelberg (2010) 281–289 10.1007/978-3-642-14418-9 17.
- D. Damljanovic, J. Petrak, H. Cunningham: Random Indexing for Searching Large RDF Graphs. In the Proceedings of the 7th Extended Semantic Web Conference (ESWC 2010), Springer Verlag, Heraklion, Greece, May 31-June 3, 2010. Poster session, PDF
- D. Damljanovic, M. Agatonovic, H. Cunningham: Natural Language Interfaces to Ontologies: Combining Syntactic Analysis and Ontology-based Lookup through the User Interaction. In Proceedings of the 7th Extended Semantic Web Conference (ESWC 2010), Springer Verlag, Heraklion, Greece, May 31-June 3, 2010. PDF
- D. Damljanovic, M. Agatonovic, H. Cunningham: Identification of the Question Focus: Combining Syntactic Analysis and Ontology-based Lookup through the User Interaction. In Proceedings of the 7th Language Resources and Evaluation Conference (LREC 2010), ELRA 2010, La Valletta, Malta, May 17-23, 2010. PDF
- N. Aswani, R. Gaizauskas: Developing Morphological Analysers for South Asian Languages: Experimenting with the Hindi and Gujarati Languages. In Proceedings of the 7th Language Resources and Evaluation Conference (LREC 2010), ELRA 2010, La Valletta, Malta, May 17-23, 2010.
- N. Aswani, R. Gaizauskas: English-Hindi Transliteration using Multiple Similarity Metrics. In Proceedings of the 7th Language Resources and Evaluation Conference (LREC 2010), ELRA 2010, La Valletta, Malta, May 17-23, 2010.
- A. Funk, K. Bontcheva, Effective Development with GATE and Reusable Code for Semantically Analysing Heterogeneous Documents. In "New Challenges for NLP Frameworks" workshop at LREC, Malta, May 2010. PDF paper, slides
- A. Funk, I. Roberts, W. Peters, Implementing a Variety of Linguistic Annotations through a Common Web-Service Interface. In "Language Resource and Language Technology Standards" workshop at LREC, Malta, May 2010. PDF paper, slides
- A. Funk and K. Bontcheva, Ontology-Based Categorization of Web Services with Machine Learning. In Proceedings of the 7th Language Resources and Evaluation Conference (LREC 2010), ELRA 2010, La Valletta, Malta, May 17-23, 2010. PDF paper, poster
2009
- N. Aswani, R. Gaizauskas: Evolving a General Framework for Text Alignment: Case Studies with Two South Asian Languages. In Proceedings of the International Conference on Machine Translation: Twenty-Five Years On, Cranfield, Bedfordshire, UK, November 21-22, 2009.
- Agnoloni, T. Bacci, L. Francesconi, E. Peters, W. Montemagni, M., Venturi, G. (2009), A two-level knowledge approach to support multilingual legislative drafting. In: Breuker, J., Casanovas, P., Klein, M. and Francesconi, E. (eds.) Frontiers in Artificial Intelligence and Applications, Volume 188: Law, Ontologies and the Semantic Web - Channelling the Legal Information Flood
- F. Amardeilh and D. Damljanovic and K. Bontcheva: CA Manager: a Framework for Creating Customised Workflows for Ontology Population and Semantic Annotation. In the Proceedings of the Semantic Authoring, Annotation and Knowledge Markup Workshop (SAAKM 2009) co-located with the 5th International Conference on Knowledge Capture (K-CAP 2009), Redondo Beach, California, USA, 1-4 September, 2009. PDF
- F.Amardeilh and D.Damljanovic: Du texte a la connaissance : annotation semantique et peuplement d'ontologie appliques a des artefacts logiciels, Conference Ingenierie des Connaissances 2009, 25-29 May, 2009. (in French). PDF
- K. Bontcheva, B. Davis, A. Funk, Y. Li and T. Wang. Human Language Technologies. Semantic Knowledge Management, John Davies, Marko Grobelnik, and Dunja Mladenic (Eds.), Springer, 37-49, 2009. On-line Link
- D. Damljanovic, F. Amardeilh, K. Bontcheva: CA Manager Framework: Creating Customised Workflows for Ontology Population and Semantic Annotation. In Proceedings of The Fifth International Conference on Knowledge Capture (KCAP'09), California, USA, September 1-4, 2009.PDF.
- D. Damljanovic, K. Bontcheva: Towards Enhanced Usability of Natural Language Interfaces to Knowledge Bases. In Devedzic V. and Gasevic D. (Eds.), Special issue on Semantic Web and Web 2.0, Annals of Information systems, Springer-Verlag, 2009. PDF
- B.Davis, P.Varma, S.Handschuh, L.Dragan, H.Cunningham: Controlled Natural Language for Semantic Annotation. In Workshop on Controlled Natural Language (CNL) 2009, Marettimo Island, Italy, 2009.
- B.Davis, P.Varma, S.Handschuh, L.Dragan, H.Cunningham: On designing Controlled Natural Languages for Semantic Annotation. In Proceedings of the Workshop on Controlled Natural Language (CNL09), Springer-Verlag, Heidelberg, Germany. (In Press) Marettimo Island, Italy, 2009.
- M. Laclavik and D. Maynard. Motivating intelligent email in business: an investigation into current trends for email processing and communication research. Proceedings of Workshop on Emails in e-Commerce and Enterprise Context, 11th IEEE Conference on Commerce and Enterprise Computing, Vienna, Austria, 2009.
- Y. Li, K. Bontcheva and H. Cunningham. Adapting SVM for Data Sparseness and Imbalance: A Case Study on Information Extraction. Natural Language Engineering, 15(02), 241-271, 2009. On-line Link
- D. Maynard and A. Funk and W. Peters. Using Lexico-Syntactic Ontology Design Patterns for ontology creation and population. In Proceedings of ISWC Workshop on Ontology Patterns (WOP 2009), Washington, 2009. PDF
- D. Maynard and A. Funk and W. Peters. NLP-based support for ontology lifecycle development. Proceedings of ISWC Workshop on Collaborative Construction, Management and Linking of Ontologies (CK 2009), Washington, 2009. PDF
- D. Maynard and A. Funk and W. Peters. SPRAT: a tool for automatic semantic pattern-based ontology population. Proceedings of the International Conference for Digital Libraries and the Semantic Web, Trento, Italy, 2009. PDF
- W.Peters: Text-based Legal Ontology Enrichment, In: proceedings of LOAIT 2009, Barcelona, Spain.PDF
- H.Saggion, A.Funk: Extracting Opinions and Facts for Business Intelligence. Revue des Nouvelles Technologies de l’Information (RNTI), no. E-17 pp119-146; November 2009. PDF
2008
- M. Agatonovic, N. Aswani, K. Bontcheva, H. Cunningham, T. Heitz, Y. Li, I. Roberts and V. Tablan. Large-scale, Parallel Automatic Patent Annotation. In Proceedings of 1st International CIKM Workshop on Patent Information Retrieval - PaIR'08, Napa Valley, California, USA, 30 October, 2008. PDF
- D.Damljanovic, V.Tablan, K.Bontcheva: A text-based query interface to owl ontologies. In: 6th Language Resources and Evaluation Conference (LREC), Marrakech, Morocco, ELRA (May 2008). PDF
- Damljanovic, D.,Bontcheva, K.. Enhanced Semantic Access to Software Artefacts. In Workshop on Semantic Web Enabled Software Engineering (SWESE) held in conjunction with ISWC'08, Karlsruhe, Germany, October 2008. PDF
- Brian Davis, Ahmad Ali Iqbal, Adam Funk, Valentin Tablan, Kalina Bontcheva, Hamish Cunningham and Siegfried Handschuh: RoundTrip Ontology Authoring. In Proceedings of the 7th International Semantic Web Conference (ISWC2008), Karlsruhe, Germany, October 2008.
- E. Della Valle, D. Cerizza, I. Celino, A. Turati, H. Lausen, N. Steinmetz, M. Erdmann and A. Funk. Service-Finder: realizing Web Service Discovery at Web Scale. In Proceedings of European Semantic Technology Conference (ESTC 2008), Vienna, Au
