Showing all 44 Publications linked to Advaith Siddharthan

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My research specialisation is in Computational Linguistics and Data Science, with a focus on communicating complex data and making information and data (particularly telemetric data) accessible through text analytics, summarisation, reformulation and natural language generation. I have a particular interest in Citizen Science, and in particular, technologies that break down the divide between professional scientists and lay public and facilitate the meaningful engagement of the public with...

Keys: Natural Language Generation, Citizen Science, Data Analytics, Language Technologies, Artificial Intelligence


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Siddharthan, A., Ponnamperuma, K., Mellish, C., Zeng, C., Heptinstall, D., , A., Benn, S. and Wal, R. (2019) Blogging Birds: Telling informative stories about the lives of birds from telemetric data, Communications of the ACM, 62, 3, pp. 68-77, ACM

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Sharma, N., Colucci-Gray, L., Siddharthan, A., Comont, R. and Wal, R. (2019) Designing online species identification tools for biological recording: the impact on data quality and citizen science learning, PeerJ, 6:e5965, pp. 24 pages

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Sharma, N., Sam, G., Colucci-Gray, L., Siddharthan, A. and Wal, R. (2019) From citizen science to citizen action: analysing the potential for a digital platform to cultivate attachments to nature From citizen science to citizen action: analysing the potential for a digital platform to cultivate attachments to nature, 18, pp. 1-35

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Barawi, M., Lin, C., Siddharthan, A. and Liu, Y. (2019) Extractive and Abstractive Sentence Labelling of Sentiment-bearing Topics Extractive and Abstractive Sentence Labelling of Sentiment-bearing Topics, pp. (In Press)

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Sharma, N., Greaves, S., Siddharthan, A., Colucci-Gray, L., Anderson, H., Robinson, A., Wibowo, A., Bostock, H., Salisbury, A., Comont, R. and Wal, S. (2019) From Citizen Science to Citizen Action: Analysing the potential of a digital platform to create new environmental subjectivities, Journal of Science Communication, 18, 01, pp. 1--35, SISSA Medialab

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Kuptavanich, K., Reiter, E., Deemter, K. and Siddharthan, A. (2018) Generating Summaries of Sets of Consumer Products: Learning from Experiments, Proceedings of the 11th International Conference on Natural Language Generation, Tilburg, The Netherlands, pp. 403-407

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

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Braun, D., Reiter, E. and Siddharthan, A. (2018) SaferDrive: An NLG-based behaviour change support system for drivers, Natural Language Engineering, pp. 1--38, Cambridge University Press

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

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Wibowo, A., Siddharthan, A., Anderson, H., Robinson, A., Sharma, N., Bostock, H., Salisbury, A., Comont, R. and Wal., R. (2017) Bumblebee Friendly Planting Recommendations with Citizen Science Data, Workshop: Workshop on Recommender Systems for Citizens at ACM RecSys, Como, Italy

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Wibowo, A., Siddharthan, A., Lin, C. and Masthoff, J. (2017) Matrix Factorization for Package Recommendations, Workshop: Workshop on Recommendation in Complex Scenarios (ComplexRec 2017) at RecSys, Como, Italy

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Alhathli, M., Masthoff, J. and Siddharthan, A. (2017) Should Learning Material's Selection be Adapted to Learning Style and Personality?, 25th Conference on User Modeling, Adaptation and Personalization, pp. 275-280

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Barawi, M., Lin, C. and Siddharthan, A. (2017) Automatically Labelling Sentiment-Bearing Topics with Descriptive Sentence Labels, International Conference on Applications of Natural Language to Information Systems Lecture Notes in Computer Science, eds. Frasincar F., Ittoo A., Nguyen L., M�tais E, 10260, pp. 299-312, Springer, Cham

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Shulayeva, O., Siddharthan, A. and Wyner, A. (2017) Recognizing cited facts and principles in legal judgements, Artificial Intelligence and Law, 25, 1, pp. 107-126, Springer

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Macdonald, I. and Siddharthan, A. (2016) Summarising News Stories for Children, 9th International Conference on Natural Language Generation, Edinburgh, pp. 1-10

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Egan, C., Siddharthan, A. and Wyner, A. (2016) Summarising the points made in online political debates, Workshop: 3rd Workshop on Argument Mining, ACL, Berlin, pp. 134-143, Association for Computational Linguistics

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Mandya, A., Wyner, A., , . and Siddharthan, A. (2016) Scrutable Feature Sets for Stance Classification, Workshop: 3rd Workshop on Argument Mining, ACL, pp. 60-69, Association for Computational Linguistics

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Wal, R., Sharma, N., Mellish, C., Robinson, A. and Siddharthan, A. (2016) The role of automated feedback in training and retaining biological recorders for citizen science, Conservation Biology, 30, 3, pp. 550-561, Wiley

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Alhathli, M., Masthoff, J. and Siddharthan, A. (2016) Exploring the Impact of Extroversion on the Selection of Learning Materials, 24th Conference on User Modeling, Adaptation and Personalization

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Siddharthan, A., Lambin, C., Robinson, A., Sharma, N., Comont, R., O'mahony, E., Mellish, C. and Wal, a. (2016) Crowdsourcing without a crowd: Reliable online species identification using Bayesian models to minimize crowd size, ACM Trans. Intell. Syst. Technol., 7, 4

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Walker, A., Alexopoulos, P., Starkey, A., Pan, J., G�mez-P�rez, J. and Siddharthan, A. (2015) Answer Type Identification for Question Answering, Joint International Semantic Technology Conference, pp. 235-251, Springer

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Wal, R., Zeng, C., Heptinstall, D., Ponnamperuma, K., Mellish, C., Ben, S. and Siddharthan, A. (2015) Automated data analysis to rapidly derive and communicate ecological insights from satellite-tag data: A case study of reintroduced red kites, AMBIO, 44, 4, pp. 612-623, Springer

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Wal, R., Anderson, H., Robinson, A., Sharma, N., Mellish, C., Roberts, S., Darvill, B. and Siddharthan, A. (2015) Mapping species distributions: A comparison of skilled naturalist and lay citizen science recording, AMBIO, 44, 4, pp. 584-600, Springer

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Mandya, A., Nomoto, T. and Siddharthan, A. (2014) Lexico-syntactic Text Simplification And Compression With Typed Dependencies, 25th International Conference on Computational Linguistics, Dublin

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Angrosh, M. and Siddharthan, A. (2014) Text simplification using synchronous dependency grammars: Generalising automatically harvested rules, 8th International Natural Language Generation Conference, Philadelphia, Pennsylvania

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Siddharthan, A. and Angrosh, M. (2014) Hybrid text simplification using synchronous dependency grammars with hand-written and automatically harvested rules, Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, Gothenburg, Sweden

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Siddharthan, A. (2014) A survey of research on text simplification A survey of research on text simplification, 165, pp. 259-298, John Benjamins Publishing Company

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Siddharthan, A., Nenkova, A. and McKeown, K. (2011) Information status distinctions and referring expressions: An empirical study of references to people in news summaries Information status distinctions and referring expressions: An empirical study of references to people in news summaries, 37, pp. 811-842, MIT Press

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Walker, A., Siddharthan, A. and Starkey, A. (2011) Investigation into Human Preference between Common and Unambiguous Lexical Substitutions, 13th European Workshop on Natural Language Generation, Nancy, France

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Siddharthan, A. (2011) Text Simplification using Typed Dependencies: A Comparison of the Robustness of Different Generation Strategies, Proceedings of the 13th European Workshop on Natural Language Generation (ENLG)

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Siddharthan, A. (2010) Complex lexico-syntactic reformulation of sentences using typed dependency representations, Proceedings of the 6th International Natural Language Generation Conference, Dublin, Ireland

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Dorr, B., Passonneau, R., Farwell, D., Green, R., Habash, N., Helmreich, S., Hovy, E., Levin, L., Miller, K., Mitamura, T., Rambow, O. and Siddharthan, A. (2010) Interlingual annotation of parallel text corpora: a new framework for annotation and evaluation Interlingual annotation of parallel text corpora: a new framework for annotation and evaluation, 16, pp. 197-243, Cambridge University Press

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Liakata, M., Teufel, S., Siddharthan, A. and Batchelor, C. (2010) Corpora for the conceptualisation and zoning of scientific papers, LREC 2010, 7th International Conference on Language Resources and Evaluation, Valletta, Malta

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Siddharthan, A. and Katsos, N. (2010) Reformulating discourse connectives for non-expert readers, Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Los Angeles, California

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Teufel, S., Siddharthan, A. and Batchelor, C. (2009) Towards discipline-independent argumentative zoning: evidence from chemistry and computational linguistics, Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, Singapore

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Siddharthan, A. and Teufel, S. (2007) Whose idea was this, and why does it matter? Attributing scientific work to citations, Human language technologies 2007: The conference of the North American chapter of the Association for Computational Linguistics; proceedings of the main conference

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Teufel, S., Siddharthan, A. and Tidhar, D. (2006) Automatic Classification of Citation Function, Conference on Empirical Methods in Natural Language Processing (EMNLP 2006), Sydney

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Siddharthan, A. (2006) Syntactic Simplification and Text Cohesion Syntactic Simplification and Text Cohesion, 4, pp. 77-109, Springer Netherlands

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Teufel, S., Siddharthan, A. and Tidhar, D. (2006) An annotation scheme for citation function, Proceedings of the 7th SIGdial Workshop on Discourse and Dialogue

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Siddharthan, A., Nenkova, A. and McKeown, K. (2004) Syntactic Simplification for Improving Content Selection in Multi-Document Summarization, 20th International Conference on Computational Linguistics, Geneva

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Siddharthan, A. and Copestake, A. (2004) Generating Referring Expressions in Open Domains, 42nd Annual Meeting on Association for Computational Linguistics, Barcelona, Spain

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Siddharthan, A. (2002) An architecture for a text simplification system, Proceedings of the Language Engineering Conference 2002 (LEC 2002)

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

 

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

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