Ioannis Konstas

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Verena RieserGoogle DeepMindVerified email at deepmind.com
Luke ZettlemoyerUniversity of Washington; MetaVerified email at cs.washington.edu
Srini IyerFAIRVerified email at fb.com
Joemon JoseProfessor of Computer Science, University of GlasgowVerified email at glasgow.ac.uk
Ondřej DušekInstitute of Formal and Applied Linguistics, Charles University, Prague, CzechiaVerified email at ufal.mff.cuni.cz
Alvin CheungAssociate Professor, UC BerkeleyVerified email at berkeley.edu
Mirella LapataSchool of Informatics, Edinburgh UniversityVerified email at inf.ed.ac.uk
Oliver LemonProfessor of Artificial Intelligence, Heriot-Watt University, Edinburgh, Director of Interaction LabVerified email at hw.ac.uk
Alessandro SugliaAssistant Professor, Heriot-Watt University, Edinburgh Centre for RoboticsVerified email at hw.ac.uk
Yejin ChoiUniversity of Washington / Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Shubham AgarwalMILA, ElementAI ServiceNow Research, UdeMVerified email at mila.quebec
Ruben KruiperNorthumbria UniversityVerified email at northumbria.ac.uk
Xinnuo XuUniversity of EdinburghVerified email at ed.ac.uk
Arash EshghiComputer Science, Heriot-Watt UniversityVerified email at hw.ac.uk
Vassilios StathopoulosResearch Associate, University College LondonVerified email at ucl.ac.uk
Julian F V VincentHonorary Professor, Heriot-Watt UniversityVerified email at hw.ac.uk
Marc DesmulliezHeriot-Watt University, School of Engineering & Physical Sciences, Edinburgh EH14 4ASVerified email at hw.ac.uk
Maarten SapCarnegie Mellon UniversityVerified email at cmu.edu
Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Roy SchwartzSenior lecturer, the School of Computer Science, the Hebrew University of JerusalemVerified email at mail.huji.ac.il

Ioannis Konstas

Heriot-Watt University

Verified email at hw.ac.uk - Homepage

Natural Language Generation NLP Information Retrieval


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On social networks and collaborative recommendation I Konstas, V Stathopoulos, JM Jose Proceedings of the 32nd international ACM SIGIR conference on Research and …, 2009	828	2009
Summarizing source code using a neural attention model S Iyer, I Konstas, A Cheung, L Zettlemoyer 54th Annual Meeting of the Association for Computational Linguistics 2016 …, 2016	716	2016
Learning a neural semantic parser from user feedback S Iyer, I Konstas, A Cheung, J Krishnamurthy, L Zettlemoyer arXiv preprint arXiv:1704.08760, 2017	356	2017
Neural amr: Sequence-to-sequence models for parsing and generation I Konstas, S Iyer, M Yatskar, Y Choi, L Zettlemoyer arXiv preprint arXiv:1704.08381, 2017	320	2017
Categorising social tags to improve folksonomy-based recommendations I Cantador, I Konstas, JM Jose Journal of Web Semantics 9 (1), 1-15, 2011	183	2011
Mapping language to code in programmatic context S Iyer, I Konstas, A Cheung, L Zettlemoyer arXiv preprint arXiv:1808.09588, 2018	163	2018
The effect of different writing tasks on linguistic style: A case study of the ROC story cloze task R Schwartz, M Sap, I Konstas, L Zilles, Y Choi, NA Smith arXiv preprint arXiv:1702.01841, 2017	113	2017
A global model for concept-to-text generation I Konstas, M Lapata Journal of Artificial Intelligence Research 48, 305-346, 2013	111	2013
Unsupervised concept-to-text generation with hypergraphs I Konstas, M Lapata Proceedings of the 2012 Conference of the North American Chapter of the …, 2012	111	2012
Using facial expressions and peripheral physiological signals as implicit indicators of topical relevance I Arapakis, I Konstas, JM Jose Proceedings of the 17th ACM international conference on Multimedia, 461-470, 2009	99	2009
Automatically detecting and attributing indirect quotations S Pareti, T O’keefe, I Konstas, JR Curran, I Koprinska Proceedings of the 2013 Conference on Empirical Methods in Natural Language …, 2013	94	2013
SEQ^ 3: differentiable sequence-to-sequence-to-sequence autoencoder for unsupervised abstractive sentence compression C Baziotis, I Androutsopoulos, I Konstas, A Potamianos arXiv preprint arXiv:1904.03651, 2019	88	2019
Concept-to-text Generation via Discriminative Reranking I Konstas, M Lapata	85*
Better conversations by modeling, filtering, and optimizing for coherence and diversity X Xu, O Dušek, I Konstas, V Rieser arXiv preprint arXiv:1809.06873, 2018	65	2018
Inducing document plans for concept-to-text generation I Konstas, M Lapata Proceedings of the 2013 Conference on Empirical Methods in Natural Language …, 2013	57	2013
History for visual dialog: Do we really need it? S Agarwal, T Bui, JY Lee, I Konstas, V Rieser arXiv preprint arXiv:2005.07493, 2020	55	2020
Story cloze task: Uw nlp system R Schwartz, M Sap, I Konstas, L Zilles, Y Choi, NA Smith Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and …, 2017	46	2017
Alana v2: Entertaining and informative open-domain social dialogue using ontologies and entity linking AC Curry, I Papaioannou, A Suglia, S Agarwal, I Shalyminov, X Xu, ... Alexa Prize Proceedings, 2018	45	2018
A theme-rewriting approach for generating algebra word problems R Koncel-Kedziorski, I Konstas, L Zettlemoyer, H Hajishirzi arXiv preprint arXiv:1610.06210, 2016	34	2016
A knowledge-grounded multimodal search-based conversational agent S Agarwal, O Dusek, I Konstas, V Rieser arXiv preprint arXiv:1810.11954, 2018	31	2018

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