Currently browsing: Items authored or edited by Advaith Siddharthan

Ao, Shuang; Rüger, Stefan and Siddharthan, Advaith (2024). CSS: Contrastive Semantic Similarities for Uncertainty Quantification of LLMs. In: Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence (Kiyavash, Negar and Mooij, Joris M. eds.), Proceedings of Machine Learning Research, pp. 77–87.

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Ao, Shuang; Rueger, Stefan and Siddharthan, Advaith (2023). Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration. In: UAI '23: Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence Vol. 216, Proceedings of Machine Learning Research (PMLR), Pittsburgh, pp. 77–87.

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Ansine, Janice; Dodd, Michael; Valentine, Chris; Rüger, Stefan; Siddharthan, Advaith and Dadswell, Damian (2023). iSpot & AI: Integrating FASTCAT-Cloud and PI@ntNET-API in the Cos4Cloud framework. In: Computers and Learning Research Group (CALRG) Conference 2023, 27-30 Jun 2023, Online.

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Ao, Shuang; Rüger, Stefan and Siddharthan, Advaith (2023). Empirical Optimal Risk to Quantify Model Trustworthiness for Failure Detection. In: CEUR Workshop Proceedings, CEUR-WS, 3505.

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Ao, Shuang; Rüger, Stefan and Siddharthan, Advaith (2022). Confidence-Aware Calibration and Scoring Functions for Curriculum Learning. In: 2022 15th International Conference on Machine Vision., 18-20 Nov 2022, Rome, Italy.

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Anderson, Helen B.; Robinson, Annie; Siddharthan, Advaith; Sharma, Nirwan; Bostock, Helen; Salisbury, Andrew; Roberts, Stuart and van der Wal, René (2020). Citizen science data reveals the need for keeping garden plant recommendations up-to-date to help pollinators. Scientific Reports, 10(1), article no. 20483.

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Alhathli, Manal; Mastho, Judith and Siddharthan, Advaith (2017). Should Learning Material's Selection be Adapted to Learning Style and Personality? In: UMAP 2017 - Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization, ACM, Bratislava, Slovakia pp. 275–280.

Alhathli, Manal; Masthoff, Judith and Siddharthan, Advaith (2016). Exploring the impact of extroversion on the selection of learning materials. In: CEUR Workshop Proceedings, 24th ACM Conference on User Modeling, Adaptation and Personalisation, UMAP 2016 (Cena, Federica; Desmarais, Michel; Dicheva, Darina and Zhang, Jie eds.), 1618.

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Angrosh, M.A. and Siddharthan, Advaith (2014). Text simplification using synchronous dependency grammars: Generalising automatically harvested rules. In: 8th International Natural Language Generation Conference, 19-21 Jun 2014, Philadelphia, Pennsylvania, pp. 16–25.

Barawi, Mohamad Hardyman; Lin, Chenghua; Siddharthan, Advaith and Liu, Yinbing (2019). Extractive and Abstractive Sentence Labelling of Sentiment-bearing Topics. Frontiers of Computer Science

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Braun, Daniel; Reiter, Ehud and Siddharthan, Advaith (2018). SaferDrive: an NLG-based Behaviour Change Support System for Drivers. Natural Language Engineering, 24(4) pp. 551–588.

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Barawi, Mohamad Hardyman; Lin, Chenghua and Siddharthan, Advaith (2017). Automatically Labelling Sentiment-Bearing Topics with Descriptive Sentence Labels. In: The 22nd International Conference on Natural Language & Information Systems (NLDB), Springer, Belgium, pp. 299–312.

Colucci-Gray, Laura; Hancock, Jonathan; Islam, Riasat; Sharma, Nirwan; Manches, Andrew; Bowers, Lisa; Lakeman-Fraser, Poppy; Mozier, Stephen; Newman, Julie; Reuger, Stefan and Siddharthan, Advaith (2024). Seeing with hands and touching with eyes: recovering sensorial attention to nature in primary schools. In: First International Conference on Embodied Education, 15-17 May 2024, Danish School of Education (DPU), Tuborgvej 164, 2400 Copenhagen, Denmark.

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Dodd, Michael; Döring, Markus; Valentine, Chris; Siddharthan, Advaith and Ansine, Janice (2024). Updating Species Dictionaries in the Citizen Science Platform iSpotnature.org with the Help of Its User Community and ChecklistBank. Biodiversity Information Science and Standards, 8, article no. e135236..

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Dorr, Bonnie J.; Passonneau, Rebecca J.; Farwell, David; Green, Rebecca; Habash, Nizar; Helmreich, Stephen; Hovy, Eduard; Levin, Lori; Miller, Keith J.; Mitamura, Teruko; Rambow, Owen and Siddharthan, Advaith (2010). Interlingual annotation of parallel text corpora: a new framework for annotation and evaluation. Natural Language Engineering, 16(3) pp. 197–243.

Egan, Charlie; Siddharthan, Advaith and Wyner, Adam (2016). Summarising the points made in online political debates. In: Proceedings of the 3rd Workshop on Argument Mining, The 54th Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics (ACL), Stroudsburg, PA pp. 134–143.

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Hancock, Jonathan; Colucci-Gray, Laura; Siddharthan, Advaith; Manches, Andrew; Sharma, Nirwan; Islam, Riasat; Bowers, Lisa; Reuger, Stefan; Lakeman-Fraser, Poppy; Newman, Julie; Mozier, Stephen and Barry, Richard (2023). “We felt the textures from nature and it gave us new ideas”: Investigating sustainability education through primary school children’s natural and digital haptic touch explorations. In: SERA Conference 2023, Wednesday 22 - Friday 24 Nov 2023, Queen Margaret University, Musselburgh, United Kingdom, p. 108.

Kuptavanich, Kittipitch; Reiter, Ehud; van Deemter, Kees and Siddharthan, Advaith (2018). Generating Summaries of Sets of Consumer Products: Learning from Experiments. In: Proceedings of the 11th International Conference on Natural Language Generation pp. 403–407.

Lakeman Fraser, Poppy; Colluci-Gray, Laura; Robinson, Annie; Sforzi, Andrea; Staples-Rolf, Ruth; Newman, Julie; Gill, Richard; Sharma, Nirwan; Rüger, Stefan and Siddharthan, Advaith (2023). X-Polli:Nation: Contributing towards sustainable development goals through school-based pollinator citizen science. Citizen Science: Theory and Practice, 8(1), article no. 48.

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Lotz, Nicole; Siddharthan, Advaith; Priola, Cinzia and Wallace, Janette (2022). Gender equality work in a distance learning institution. In: Diversity Interventions 2022, 7-8 Apr 2022, Oxford.

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Liakata, Maria; Teufel, Simone; Siddharthan, Advaith and Batchelor, Colin (2010). Corpora for the conceptualisation and zoning of scientific papers. In: LREC 2010, 7th International Conference on Language Resources and Evaluation, 2010, Valletta, Malta.

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Macdonald, Iain and Siddharthan, Advaith (2016). Summarising News Stories for Children. In: Proceedings of the 9th International Conference on Natural Language Generation (INLG 2016), ACL, pp. 1–10.

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Mandya, Angrosh; Siddharthan, Advaith and Wyner, Adam (2016). Scrutable Feature Sets for Stance Classification. In: Proceedings of the 3rd Workshop on Argument Mining, pp. 60–69.

Mandya, Angrosh Annayappan; Nomoto, Tadashi and Siddharthan, Advaith (2014). Lexico-syntactic Text Simplification And Compression With Typed Dependencies. In: Proceedings of the 25th International Conference on Computational Linguistics (Tounsi, Lamia and Rak, Rafal eds.), ACL, Stroudsburg PA, pp. 1996–2006.

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Peng, Xutan; Zheng, Yi; Lin, Chenghua and Siddharthan, Advaith (2021). Summarising Historical Text in Modern Languages. In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, Association for Computational Linguistics, pp. 3123–3142.

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Sharma, Nirwan; Colucci-Gray, Laura; Lakeman-Fraser, Poppy; Robinson, Annie; Newman, Julie; Van der Wal, Rene; Rüger, Stefan and Siddharthan, Advaith (2024). Image Recognition as a ‘Dialogic AI Partner’ within Biodiversity Citizen Science - an empirical investigation. Citizen Science: Theory and Practice, 9(1), article no. 35.

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Schiller, Daniela; Yu, Alessandra N.C.; Alia-Klein, Nelly; Becker, Susanne; Cromwell, Howard C.; Dolcos, Florin; Eslinger, Paul J.; Frewen, Paul; Kemp, Andrew H.; Pace-Schott, Edward F.; Raber, Jacob; Silton, Rebecca L.; Stefanova, Elka; Williams, Justin H.G.; Abe, Nobuhito; Aghajani, Moji; Albrecht, Franziska; Alexander, Rebecca; Anders, Silke; Aragón, Oriana R.; Arias, Juan A.; Arzy, Shahar; Aue, Tatjana; Baez, Sandra; Balconi, Michela; Ballarini, Tommaso; Bannister, Scott; Banta, Marlissa C.; Barrett, Karen Caplovitz; Belzung, Catherine; Bensafi, Moustafa; Booij, Linda; Bookwala, Jamila; Boulanger-Bertolus, Julie; Boutros, Sydney Weber; Bräscher, Anne-Kathrin; Bruno, Antonio; Busatto, Geraldo; Bylsma, Lauren M.; Caldwell-Harris, Catherine; Chan, Raymond C.K.; Cherbuin, Nicolas; Chiarella, Julian; Cipresso, Pietro; Critchley, Hugo; Croote, Denise E.; Demaree, Heath A.; Denson, Thomas F.; Depue, Brendan; Derntl, Birgit; Dickson, Joanne M.; Dolcos, Sanda; Drach-Zahavy, Anat; Dubljević, Olga; Eerola, Tuomas; Ellingsen, Dan-Mikael; Fairfield, Beth; Ferdenzi, Camille; Friedman, Bruce H.; Fu, Cynthia H.Y.; Gatt, Justine M.; deGelder, Beatrice; Gendolla, Guido H.E.; Gilam, Gadi; Goldblatt, Hadass; Gooding, Anne Elizabeth Kotynski; Gosseries, Olivia; Hamm, Alfons O.; Hanson, Jamie L.; Hendler, Talma; Herbert, Cornelia; Hofmann, Stefan G.; Ibanez, Agustin; Joffily, Mateus; Jovanovic, Tanja; Kahrilas, Ian J.; Kangas, Maria; Katsumi, Yuta; Kensinger, Elizabeth; Kirby, Lauren A.J.; Koncz, Rebecca; Koster, Ernst H.W.; Kozlowska, Kasia; Krach, Sören; Kret, Mariska E.; Krippl, Martin; Kusi-Mensah, Kwabena; Ladouceur, Cecile D.; Laureys, Steven; Lawrence, Alistair; Li, Chiang-shan R.; Liddell, Belinda J.; Lidhar, Navdeep K.; Lowry, Christopher A.; Magee, Kelsey; Marin, Marie-France; Mariotti, Veronica; Martin, Loren J.; Marusak, Hilary A.; Mayer, Annalina V.; Merner, Amanda R.; Minnier, Jessica; Moll, Jorge; Morrison, Robert G.; Moore, Matthew; Mouly, Anne-Marie; Mueller, Sven C.; Mühlberger, Andreas; Murphy, Nora A.; Muscatello, Maria Rosaria Anna; Musser, Erica D.; Newton, Tamara L.; Noll-Hussong, Michael; Norrholm, Seth Davin; Northoff, Georg; Nusslock, Robin; Okon-Singer, Hadas; Olino, Thomas M.; Ortner, Catherine; Owolabi, Mayowa; Padulo, Caterina; Palermo, Romina; Palumbo, Rocco; Palumbo, Sara; Papadelis, Christos; Pegna, Alan J.; Pellegrini, Silvia; Peltonen, Kirsi; Penninx, Brenda W.J.H.; Pietrini, Pietro; Pinna, Graziano; Lobo, Rosario Pintos; Polnaszek, Kelly L.; Polyakova, Maryna; Rabinak, Christine; HeleneRichter, S.; Richter, Thalia; Riva, Giuseppe; Rizzo, Amelia; Robinson, Jennifer L.; Rosa, Pedro; Sachdev, Perminder S.; Sato, Wataru; Schroeter, Matthias L.; Schweizer, Susanne; Shiban, Youssef; Siddharthan, Advaith; Siedlecka, Ewa; Smith, Robert C.; Soreq, Hermona; Spangler, Derek P.; Stern, Emily R.; Styliadis, Charis; Sullivan, Gavin B.; Swain, James E.; Urben, Sébastien; Van den Stock, Jan; vander Kooij, Michael A.; van Overveld, Mark; Van Rheenen, Tamsyn E.; VanElzakker, Michael B.; Ventura-Bort, Carlos; Verona, Edelyn; Volk, Tyler; Wang, Yi; Weingast, Leah T.; Weymar, Mathias; Williams, Claire; Willis, Megan L.; Yamashita, Paula; Zahn, Roland; Zupan, Barbra; Lowe, Leroy; Gabriela, Gan; Charlotte F, Huggins and Leonie, Loeffler (2024). The Human Affectome. Neuroscience & Biobehavioral Reviews, 158, article no. 105450.

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Sharma, Nirwan; Colucci-Gray, Laura; van der Wal, Rene and Siddharthan, Advaith (2022). Consensus building in on-line citizen science. In: Proceedings of the ACM on Human-Computer Interaction, 6(CSCW2), article no. 434.

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Siddharthan, Advaith; Ponnamperuma, Kapila; Mellish, Chris; Zeng, Chen; Heptinstall, Danny; Robinson, Annie; Benn, Stuart and van der Wal, René (2019). Blogging Birds: Telling informative stories about the lives of birds from telemetric data. Communications of the ACM, 62(3) pp. 68–77.

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Sharma, Nirwan; Colucci-Gray, Laura; Siddharthan, Advaith; Comont, Richard and Van der Wal, René (2019). Designing online species identification tools for biological recording: the impact on data quality and citizen science learning. PeerJ, 6, article no. e5965.

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Sharma, Nirwan; Greaves, Sam; Colucci-Gray, Laura; Siddharthan, Advaith; Anderson, Helen; Robinson, Annie; Wibowo, Agung; Bostock, Helen; Salisbury, Andrew; Roberts, Stuart; Slawson, David and van der Wal, René (2018). From citizen science to citizen action: analysing the potential for a digital platform to cultivate attachments to nature. Journal of Science Communication, 18(1) pp. 1–35.

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Shulayeva, Olga; Siddharthan, Advaith and Wyner, Adam (2017). Recognizing cited facts and principles in legal judgements. Artificial Intelligence and Law, 25(1) pp. 107–126.

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Siddharthan, Advaith; Lambin, Christopher; Robinson, Anne-Marie; Sharma, Nirwan; Comont, Richard; O’Mahony, Elaine; Mellish, Chris and Van Der Wal, René (2016). Crowdsourcing Without a Crowd: Reliable Online Species Identification Using Bayesian Models to Minimize Crowd Size. ACM Transactions on Intelligent Systems and Technology, 7(4), article no. 45.

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Siddharthan, Advaith (2014). A survey of research on text simplification. International Journal of Applied Linguistics, 165(2) pp. 259–298.

Siddharthan, Advaith and Angrosh, M.A. (2014). Hybrid text simplification using synchronous dependency grammars with hand-written and automatically harvested rules. In: Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 26-30 Apr 2014, Gothenburg, Sweden, pp. 722–731.

Siddharthan, Advaith; Nenkova, Ani and McKeown, Kathleen (2011). Information status distinctions and referring expressions: An empirical study of references to people in news summaries. Computational Linguistics, 37(4) pp. 811–842.

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

Siddharthan, Advaith and Katsos, Napoleon (2010). Reformulating discourse connectives for non-expert readers. In: Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Jun 2010, Los Angeles, California, pp. 1002–1010.

Siddharthan, Advaith (2010). Complex lexico-syntactic reformulation of sentences using typed dependency representations. In: Proceedings of the 6th International Natural Language Generation Conference, 7-9 Jul 2010, Dublin, Ireland, pp. 125–133.

Siddharthan, Advaith and Teufel, Simone (2007). Whose idea was this, and why does it matter? Attributing scientific work to citations. In: Human language technologies 2007: The conference of the North American chapter of the Association for Computational Linguistics; proceedings of the main conference, 2007, pp. 316–323.

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Siddharthan, Advaith (2006). Syntactic Simplification and Text Cohesion. Research on Language and Computation, 4(1) pp. 77–109.

Siddharthan, Advaith and Copestake, Ann (2004). Generating Referring Expressions in Open Domains. In: Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics, ACL, Stroudsburg PA, p. 407.

Siddharthan, Advaith; Nenkova, Ani and McKeown, Kathleen (2004). Syntactic Simplification for Improving Content Selection in Multi-Document Summarization. In: Proceedings of the 20th international conference on Computational Linguistics, ACL, Stroudsburg PA, article no. 896.

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

Teufel, Simone; Siddharthan, Advaith and Batchelor, Colin (2009). Towards discipline-independent argumentative zoning: evidence from chemistry and computational linguistics. In: Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 6-7 Aug 2009, Singapore, pp. 1493–1502.

Teufel, Simone; Siddharthan, Advaith and Tidhar, Dan (2006). An annotation scheme for citation function. In: SigDIAL '06: Proceedings of the 7th SIGdial Workshop on Discourse and Dialogue, 15-16 Jul 2006, Sydney, Australia.

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Teufel, Simone; Siddharthan, Advaith and Tidhar, Dan (2006). Automatic Classification of Citation Function. In: Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Stroudsburg PA, pp. 103–110.

van der Wal, René; Sharma, Nirwan; Mellish, Chris; Robinson, Annie and Siddharthan, Advaith (2016). The role of automated feedback in training and retaining biological recorders for citizen science. Conservation Biology, 30(3) pp. 550–561.

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van der Wal, René; Anderson, Helen; Robinson, Annie; Sharma, Nirwan; Mellish, Chris; Roberts, Stuart; Darvill, Ben and Siddharthan, Advaith (2015). Mapping species distributions: A comparison of skilled naturalist and lay citizen science recording. Ambio, 44(Suppl 4) pp. 584–600.

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van der Wal, René; Zeng, Cheng; Heptinstall, Danny; Ponnamperuma, Kapila; Mellish, Chris; Ben, Stuart and Siddharthan, Advaith (2015). Automated data analysis to rapidly derive and communicate ecological insights from satellite-tag data: A case study of reintroduced red kites. Ambio, 44(Suppl 4) pp. 612–623.

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Wibowa, Agung; Siddharthan, Advaith; Masthoff, Judith and Lin, Chenghua (2018). Incorporating Constraints into Matrix Factorization for Clothes Package Recommendation. In: Proceedings of 2018 ACM Conference on User Modeling, Adaptation and Personalization, ACM, New York, pp. 111–119.

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Wibowo, Agung Toto; Siddharthan, Advaith; Masthoff, Judith Francoise Maria and Lin, Chenghua (2018). Understanding how to Explain Package Recommendations in the Clothes Domain. In: Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS) in the 12th ACM Conference on Recommender Systems (RecSys), 2018.

Wibowo, Agung Toto; Siddharthan, Advaith; Lin, Chenghua and Masthoff, Judith (2017). Matrix Factorization for Package Recommendations. In: Proceedings of the RecSys 2017 Workshop on Recommendation in Complex Scenarios (ComplexRec 2017), 1892 pp. 23–28.

Wibowo, Agung Toto; Siddharthan, Advaith; Anderson, Helen; Robinson, Annie; Sharma, Nirwan; Bostock, Helen; Salisbury, Andrew; Comont, Richard and van der Wal, René (2017). Bumblebee friendly planting recommendations with citizen science data. In: Proceedings of the International Workshop on Recommender Systems for Citizens, ACM, New York, NY, USA, article no. 4.

Walker, Andrew; Siddharthan, Advaith and Starkey, Andrew (2011). Investigation into Human Preference between Common and Unambiguous Lexical Substitutions. In: 13th European Workshop on Natural Language Generation, 28-30 Sep 2011, Nancy, France, pp. 176–180.