Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis

Moore, A. & Rayson, P. E., 20/08/2018, Proceedings of the 27th International Conference on Computational Linguistics. Santa Fe, New Mexico, USA: Association for Computational Linguistics, p. 1132-1134 13 p.

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Using J-K-fold Cross Validation to Reduce Variance When Tuning NLP Models

Moss, H., Leslie, D. S. & Rayson, P. E., 06/2018, (E-pub ahead of print) Proceedings of COLING 2018. Association for Computational Linguistics (ACL Anthology), p. 2978–2989 12 p. (Proceedings of COLING 2018).

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Profiling Medical Journal Articles Using a Gene Ontology Semantic Tagger

El Haj, M., Rayson, P. E., Piao, S. S. & Knight, J., 11/05/2018, LREC 2018, Eleventh International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Hasida, K., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J., Piperidis, S. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 4593-4597 5 p.

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Arabic Dialect Identification in the Context of Bivalency and Code-Switching

El Haj, M., Rayson, P. E. & Aboelezz, M., 9/05/2018, LREC 2018, Eleventh International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Hasida, K., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J., Piperidis, S. & Tokunaga, T. (eds.). p. 3622-3627 6 p.

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Towards A Welsh Semantic Annotation System

Piao, S. S., Rayson, P. E., Knight, D. & Watkins, G., 9/05/2018, LREC 2018, Eleventh International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Hasida, K., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J., Piperidis, S. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 980-985 6 p.

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Increasing Interoperability for Embedding Corpus Annotation Pipelines in Wmatrix and other corpus retrieval tools

Rayson, P. E., 7/05/2018, 6th Workshop on the Challenges in the Management of Large Corpora: Proceedings of the 11th Edition of the Language Resources and Evaluation Conference - Miyazaki, Japan. Banski, P., Kupietz, M., Biber, H., Breiteneder, E., Clematide, S. & Witt, A. (eds.). p. 33-36 4 p.

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Towards a Multilingual Financial Narrative Processing System

El Haj, M., Rayson, P. E., Alves, P. & Young, S. E., 7/05/2018, The First Financial Narrative Processing Workshop: Proceedings of the 11th Edition of the Language Resources and Evaluation Conference - Miyazaki, Japan. El-Haj, M., Rayson, P. & Moore, A. (eds.). p. 52-58 7 p.

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Deep Mapping Tarn Hows: Automated Generation of 3D Historic Landscapes

Reinhold, A., Gregory, I. N. & Rayson, P. E., 2018, Eurographics Workshop on Graphics and Cultural Heritage. Sablatnig, R. & Wimmer, M. (eds.). The Eurographics Association

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A deeply annotated testbed for geographical text analysis: The Corpus of Lake District Writing

Rayson, P. E., Reinhold, A., Butler, J., Donaldson, C. E., Gregory, I. N. & Taylor, J. E., 7/11/2017, GeoHumanities'17 Proceedings of the 1st ACM SIGSPATIAL Workshop on Geospatial Humanities. New York: Association for Computing Machinery (ACM), p. 9-15 7 p.

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Exploring Deep Mapping Concepts: Crosthwaite’s Map and West’s Picturesque Stations

Reinhold, A., Donaldson, C. E., Gregory, I. N. & Rayson, P. E., 14/09/2017, Proceedings of Workshops and Posters at the 13th International Conference on Spatial Information Theory (COSIT 2017). Fogliaroni, P., Ballatore, A. & Clementini, E. (eds.). Cham: Springer, p. 265-273 9 p. (Lecture Notes in Geoinformation and Cartography).

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Lancaster A at SemEval-2017 Task 5: Evaluation metrics matter: predicting sentiment from financial news headlines

Moore, A. & Rayson, P. E., 4/08/2017, Proceedings of the 11th International Workshop on Semantic Evaluations (SemEval-2017). Stroudsburg, PA: Association for Computational Linguistics, p. 581-585 5 p.

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Building a Spanish lexicon for corpus analysis

Jiménez, R.-M., Sanjurjo-González, H., Rayson, P. E. & Piao, S. S., 4/05/2017, Languages at the Crossroads: Training, Accreditation and Context of Use : 35th Edition of the International Conference of the Spanish Association of Applied Linguistics. Jaén: Universidad de Jaén, p. 227-236 10 p.

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Creating and validating multilingual semantic representations for six languages: expert versus non-expert crowds

El-Haj, M., Rayson, P., Piao, S. & Wattam, S., 3/04/2017, Proceedings of the 1st Workshop on Sense, Concept and Entity Representations and their Applications: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, p. 61-71 11 p.

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lexiDB: a scalable corpus database management system

Coole, M., Rayson, P. E. & Mariani, J. A., 5/12/2016, 2016 IEEE International Conference on Big Data (Big Data). IEEE, p. 3880-3884 5 p.

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Sampling labelled profile data for identity resolution

Edwards, M., Wattam, S. M., Rayson, P. E. & Rashid, A., 5/12/2016, Proceedings of IEEE International Conference on Big Data (IEEE BigData 2016). IEEE, p. 540-547 8 p.

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Combining mouse and keyboard events with higher level desktop actions to detect mild cognitive impairment

Gledson, A., Asfiandy, D., Mellor, J., Omer Faraj Ba-Dhfari, T., Stringer, G., Couth, S., Burns, A., Leroi, I., Zeng, X.-J., Keane, J., Bull, C. N., Rayson, P. E., Sutcliffe, A. G. S. & Sawyer, P. H., 4/10/2016, Healthcare Informatics (ICHI), 2016 IEEE International Conference on. IEEE, 7 p.

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Reversing the polarity with emoticons

Teh, P. L., Rayson, P. E., Pak, I., Piao, S. S. & Yeng , S. M., 17/06/2016, Natural Language Processing and Information Systems: 21st International Conference on Applications of Natural Language to Information Systems, NLDB 2016, Salford, UK, June 22-24, 2016, Proceedings. Metais, E., Meziane, F., Saraee, M., Sugumaran, V. & Vadera, S. (eds.). Springer, p. 453-458 6 p. (Lecture Notes in Computer Science; vol. 9612).

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Combining data mining and text mining for detection of early stage dementia: the SAMS framework

Bull, C. N., Asfiandy, D., Gledson, A., Mellor, J., Couth, S., Stringer, G., Rayson, P. E., Sutcliffe, A. G. S., Keane, J., Zeng, X.-J., Burns, A., Leroi, I., Ballard, C. & Sawyer, P. H., 23/05/2016, Resources and ProcessIng of linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric impairments (RaPID '16) workshop: Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC '16). European Language Resources Association (ELRA), p. 35-40 6 p.

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Domain adaptation using stock market prices to refine sentiment dictionaries

Moore, A., Rayson, P. E. & Young, S. E., 23/05/2016, Proceedings of the 10th edition of Language Resources and Evaluation Conference (LREC2016). European Language Resources Association (ELRA), 4 p.

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Learning tone and attribution for financial text mining

El-Haj, M., Rayson, P. E., Young, S. E., Walker, M., Moore, A., Athanasakou, V. & Schleicher, T., 23/05/2016, Proceedings of LREC 2016, Tenth International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Declerck, T., Grobelnik, M., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 1820-1825 6 p.

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Lexical coverage evaluation of large-scale multilingual semantic lexicons for twelve languages

Piao, S. S., Rayson, P. E., Archer, D., Bianchi, F., Dayrell , C., El-Haj, M., Jiménez, R.-M., Knight, D., Křen, M., Lofberg, L., Nawab, R. M. A., Shafi, J., Teh, P. L. & Mudraya, O., 23/05/2016, LREC 2016, Tenth International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Declerck, T., Grobelnik, M., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 2614-2619 6 p.

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OSMAN: a novel Arabic readability metric

El-Haj, M. & Rayson, P. E., 23/05/2016, Proceedings of the Language Resources and Evaluation Conference 2016. Calzolari, N., Choukri, K., Declerck, T., Grobelnik, M., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). 10 ed. Slovenia: European Language Resources Association (ELRA), p. 250-255 6 p. 77

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UPPC - Urdu Paraphrase Plagiarism Corpus

Muhammad, S., Rayson, P. E. & Nawab, R. M. A., 23/05/2016, Proceedings of LREC 2016, Tenth International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Declerck, T., Grobelnik, M., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 1832-1836 5 p.

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Sentiment analysis tools should take account of the number of exclamation marks!!!

Teh, P. L., Rayson, P. E., Pak, I. & Piao, S. S., 11/12/2015, iiWAS '15 Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services. New York: ACM, 6 p. 35

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Development of the multilingual semantic annotation system

Piao, S., Bianchi, F., Dayrell, C., D'egidio, A. & Rayson, P., 1/06/2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Proceedings of the Conference. Association for Computational Linguistics, p. 1268-1274 7 p.

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Computational tools and methods for corpus compilation and analysis

Rayson, P. E., 05/2015, The Cambridge Handbook of English corpus linguistics. Biber, D. & Reppen, R. (eds.). Cambridge: Cambridge University Press, p. 32-49 18 p.

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Dementia and social sustainability: challenges for software engineering

Sawyer, P., Sutcliffe, A., Rayson, P. & Bull, C., 05/2015, Software Engineering (ICSE), 2015 IEEE/ACM 37th IEEE International Conference on (Volume:2 ) . IEEE, p. 527-530 4 p.

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Spatializing and analysing digital texts: corpora, GIS and places

Gregory, I., Cooper, D., Hardie, A. & Rayson, P., 4/02/2015, Deep maps and spatial narratives. Bodenhamer, D., Corrigan, J. & Harris, T. (eds.). Bloomington, Ind.: Indiana University Press, p. 150-178 29 p. (Spatial Humanities).

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Spatializing and analyzing digital texts: Corpora, GIS, and places

Gregory, I., Cooper, D., Hardie, A. & Rayson, P., 1/01/2015, Deep Maps and Spatial Narratives. Bodenhamer, D. J., Corrigan, J. & Harris, T. M. (eds.). Indiana University Press, p. 150-178 29 p.

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Exploring fine-grained sentiment values in online product reviews

Teh, P. L., Rayson, P., Pak, I. & Piao, S., 2015, 2015 IEEE Conference on Open Systems. IEEE, p. 114-118 5 p.

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Scaling out for extreme scale corpus data

Coole, M., Rayson, P. E. & Mariani, J. A., 2015, Big Data (Big Data), 2015 IEEE International Conference on. IEEE, p. 1643-1649 7 p.

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A Service-Indepenent Model for Linking Online User Profile Information

Edwards, M. J., Rashid, A. & Rayson, P., 09/2014, 2014 IEEE Joint Intelligence and Security Informatics Conference.

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Discovering affect-laden requirements to achieve system acceptance

Sutcliffe, A., Rayson, P., Bull, C. & Sawyer, P., 08/2014, 22nd IEEE International Requirements Engineering Conference (RE'14). IEEE, p. 173-182 10 p.

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Concept Vocabularies in Programmer Sociolects

Rice, J. E., Ellert, B., Genee, I., Taïani, F. & Rayson, P., 25/06/2014, Proceedings of the 25th Annual Workshop of the Psychology of Programming Interest Group, PPIG 2014. p. 14 1 p.

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"i didn't spel that wrong did i. Oops": Analysis and normalisation of SMS spelling variation

Tagg, C., Baron, A. & Rayson, P., 2014, SMS communication: a linguistic approach. Cougnon, L.-A. & Fairon, C. (eds.). John Benjamins Publishing Company, p. 217-237 21 p. (Benjamins Current Topics; vol. 61).

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A service-independent model for linking online user profile information

Edwards, M., Rashid, A. & Rayson, P., 2014, IEEE Joint Intelligence and Security Informatics Conference, JISIC 2014, The Hague, The Netherlands, 24-26 September, 2014. IEEE, p. 280-283 4 p.

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Crossing boundaries: using GIS in literary studies, history and beyond

Gregory, I. N., Baron, A., Cooper, D., Hardie, A., Murrieta-Flores, P. & Rayson, P. E., 2014, Keys for architectural history research in the digital era. Hueber, J. & Mendes da Silva, A. (eds.). Institut national d'histoire de l'art, (Actes de colloques).

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Dealing with heterogeneous big data when geoparsing historical corpora

Rupp, C. J., Rayson, P., Gregory, I., Hardie, A., Joulain, A. & Hartmann, D., 2014, Proceedings of the 2014 IEEE International Conference on Big Data. IEEE, p. 80-83 4 p.

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Detecting document structure in a very large corpus of UK financial reports

El-Haj, M., Rayson, P., Young, S. & Walker, M., 2014, LREC'14 Ninth International Conference on Language Resources and Evaluation . Reykjavik, Iceland: European Language Resources Association (ELRA), p. 1335-1338 4 p. 402. (Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC-2014)).

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Digital approaches to understanding the geographies in literary and historical texts

Gregory, I., Donaldson, C., Murrieta-Flores, P., Rupp, C. J., Baron, A., Hardie, A. & Rayson, P., 2014, Digital Humanities 2014 Conference Abstracts.

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Experiences with parallelisation of an existing NLP pipeline: tagging Hansard

Wattam, S., Rayson, P., Alexander, M. & Anderson, J., 2014, LREC 2014, Ninth International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Declerck, T., Loftsson, H., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. & Piperidis, S. (eds.). Paris: EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA, p. 4093-4096 4 p.

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Language independent evaluation of translation style and consistency: comparing human and machine translations of Camus’ novel “The Stranger”

El-Haj, M., Rayson, P. & Hall, D., 2014, Text, speech and dialogue: 17th International Conference, TSD 2014, Brno, Czech Republic, September 8-12, 2014. Proceedings. Sojka, P., Horák, A., Kopecek, I. & Pala, K. (eds.). Springer International Publishing, p. 116-124 9 p. (Lecture Notes in Computer Science; vol. 8655).

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Metaphor, popular science, and semantic tagging: distant reading with the historical thesaurus of English

Alexander, M., Anderson, J., Baron, A., Dallachy, F., Kay, C., Piao, S. & Rayson, P., 2014, Digital Humanities 2014 Conference Abstracts.

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Using a keyness metric for single and multi document summarisation

El-Haj, M. & Rayson, P., 08/2013, Proceedings of the MultiLing 2013 Workshop on Multilingual Multi-document summarization . Sofia, Bulgaria: Association for Computational Linguistics, p. 64-71 8 p.

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Customising geoparsing and georeferencing for historical texts

Rupp, C. J., Rayson, P., Baron, A., Donaldson, C., Gregory, I., Hardie, A. & Murrieta-Flores, P., 2013, Proceedings of the 2013 IEEE International Conference on Big Data. IEEE, p. 59-62 4 p.

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Geographical text analysis: GIS approaches to analysing large volumes of texts

Gregory, I., Baron, A., Murrieta-Flores, P., Hardie, A., Rayson, P. & Rupp, C. J., 2013, Proceedings of GISRUK 2013.

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Geographical Text Analysis Mapping and spatially analysing corpora

Gregory, I., Baron, A., Murrieta-Flores, P., Hardie, A. & Rayson, P., 2013, Corpus Linguistics 2013 Abstracts. Hardie, A. & Love, R. (eds.). UCREL, p. 105-108 4 p.

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Integrating corpus linguistics and spatial technologies for the analysis of literature

Murrieta-Flores, P., Gregory, I., Cooper, D., Donaldson, C., Baron, A., Hardie, A. & Rayson, P., 2013, Corpus Linguistics 2013 Abstracts. Hardie, A. & Love, R. (eds.). UCREL, p. 222-225 4 p.

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Technological solutions to offending

Rashid, A., Greenwood, P., Walkerdine, J., Baron, A. & Rayson, P., 03/2012, Understanding and preventing online sexual exploitation of children. Quayle, E. & Ribisl, K. (eds.). London: Willan, p. 228-243

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Document attrition in web corpora: An exploration

Wattam, S., Rayson, P. & Berridge, D., 1/01/2012, Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012. European Language Resources Association (ELRA), p. 1486-1489 4 p.

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Understanding actionable knowledge in social media: BBC Question Time and Twitter, a case study

Ferrario, M. A., Simm, W., Whittle, J., Rayson, P., Terzi, M. & Binner, J., 2012, Sixth International AAAI Conference on Weblogs and Social Media. AAAI, p. 455-458 4 p.

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What is middleware made of? exploring abstractions, concepts, and class names in modern middleware

Taiani, F., Rice, J. & Rayson, P., 2012, ARM '12 Proceedings of the 11th International Workshop on Adaptive and Reflective Middleware . New York: ACM, 6 p. 6

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Automatic error tagging of spelling mistakes in learner corpora

Rayson, P. & Baron, A., 2011, A Taste for Corpora: In honour of Sylviane Granger. Meunier, F., De Cock, S., Gilquin, G. & Paquot, M. (eds.). Amsterdam: John Benjamins, Vol. 45. p. 109-126 28 p. (Studies in Corpus Linguistics; vol. 45).

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