Treviso, Marcos ; Lee, Ji-Ung ; Ji, Tianchu ; Aken, Betty van ; Cao, Qingqing ; Ciosici, Manuel R. ; Hassid, Michael ; Heafield, Kenneth ; Hooker, Sara ; Raffel, Colin ; Martins, Pedro H. ; Martins, André F. T. ; Forde, Jessica Zosa ; Milder, Peter Milder ; Simpson, Edwin ; Slonim, Noam ; Dodge, Jesse ; Strubell, Emma ; Balasubramaniam, Niranjan ; Derczynski, Leon ; Gurevych, Iryna ; Schwartz, Roy (2023)
Efficient Methods for Natural Language Processing: A Survey.
In: Transactions of the Association for Computational Linguistics, 11
doi: 10.1162/tacl_a_00577
Artikel, Bibliographie

Siekiera, Julia ; Köppel, Marius ; Simpson, Edwin ; Stowe, Kevin ; Gurevych, Iryna ; Kramer, Stefan (2022)
Ranking Creative Language Characteristics in Small Data Scenarios.
13th International Conference on Computational Creativity (ICCC'22). Bozen, Italy (27.06.2022-01.07.2022)
Konferenzveröffentlichung, Bibliographie

Dycke, Nils ; Simpson, Edwin ; Gurevych, Iryna (2021)
Assisting Decision Making in Scholarly Peer Review: A Preference Learning Perspective.
doi: 10.48550/arXiv.2109.01190
Report, Bibliographie

Mesgar, Mohsen ; Simpson, Edwin ; Gurevych, Iryna (2021)
Improving Factual Consistency Between a Response and Persona Facts.
16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021). virtual conference (21.04.2021-23.04.2021)
Konferenzveröffentlichung, Bibliographie

Singh, Keshav ; Simpson, Edwin ; Reisert, Paul ; Gurevych, Iryna ; Inui, Kentaro (2020)
Ranking Warrants with Pairwise Preference Learning.
26th Annual Conference of the Association for Natural Language Processing. Kyoto City Kamigyo Ward
Konferenzveröffentlichung, Bibliographie

Simpson, Edwin ; Gao, Yang ; Gurevych, Iryna (2020)
Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation.
In: Transactions of the Association for Computational Linguistics, 8
doi: 10.1162/tacl_a_00344
Artikel, Bibliographie

Pfeiffer, Jonas ; Simpson, Edwin ; Gurevych, Iryna (2020)
Low Resource Multi-Task Sequence Tagging - Revisiting Dynamic Conditional Random Fields.
doi: 10.48550/arXiv.2005.00250
Report, Bibliographie

Simpson, Edwin ; Pfeiffer, Jonas ; Gurevych, Iryna (2020)
Low Resource Sequence Tagging with Weak Labels.
34th AAAI Conference on Artificial Intelligence (AAAI 2020). New York, USA (07.02.2020-12.02.2020)
doi: 10.1609/aaai.v34i05.6415
Konferenzveröffentlichung, Bibliographie

Miller, Tristan ; Do Dinh, Erik-Lân ; Simpson, Edwin ; Gurevych, Iryna (2020)
Predicting the Humorousness of Tweets Using Gaussian Process Preference Learning.
In: Procesamiento del Lenguaje Natural, 64
doi: 10.26342/2020-64-4
Artikel, Bibliographie

Simpson, Edwin ; Gurevych, Iryna (2020)
Scalable Bayesian Preference Learning for Crowds.
In: Machine Learning, 109
Artikel, Bibliographie

Miller, Tristan ; Do Dinh, Erik-Lân ; Simpson, Edwin ; Gurevych, Iryna (2019)
OFAI–UKP at HAHA@IberLEF2019: Predicting the Humorousness of Tweets Using Gaussian Process Preference Learning.
Bilbao, Spain
Konferenzveröffentlichung, Bibliographie

Simpson, Edwin ; Gurevych, Iryna (2019)
A Bayesian Approach for Sequence Tagging with Crowds.
The 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019). Hong Kong, China (03.11.2019-07.11.2019)
Konferenzveröffentlichung, Bibliographie

Simpson, Edwin ; Do Dinh, Erik-Lân ; Miller, Tristan ; Gurevych, Iryna (2019)
A Bayesian Approach for Predicting the Humorousness of One-liners.
2019 Conference of the International Society for Humor Studies. Austin, TX, USA (24.06.2019-28.06.2019)
Konferenzveröffentlichung, Bibliographie

Simpson, Edwin ; Do Dinh, Erik-Lân ; Miller, Tristan ; Gurevych, Iryna (2019)
Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning.
The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019). Florence, Italy (28.07.2019-02.08.2019)
doi: 10.18653/v1/P19-1572
Konferenzveröffentlichung, Bibliographie

Eger, Steffen ; Şahin, Gözde Gül ; Rücklé, Andreas ; Lee, Ji-Ung ; Schulz, Claudia ; Mesgar, Mohsen ; Swarnkar, Krishnkant ; Simpson, Edwin ; Gurevych, Iryna (2019)
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems.
The 2019 Conference of the North American Chapter of the Association for Computational Linguistics. Minneapolis, USA (02.10.2019-07.10.2019)
Konferenzveröffentlichung, Bibliographie

Gurevych, Iryna ; Meyer, Christian M. ; Binnig, Carsten ; Fürnkranz, Johannes ; Kersting, Kristian ; Roth, Stefan ; Simpson, Edwin
Hrsg.: Gelbukh, Alexander (2018)
Interactive Data Analytics for the Humanities.
In: Computational Linguistics and Intelligent Text Processing: Proceedings of the 18th International Conference
doi: 10.1007/978-3-319-77113-7_41
Buchkapitel, Bibliographie

Simpson, Edwin ; Gurevych, Iryna (2018)
Finding Convincing Arguments Using Scalable Bayesian Preference Learning.
In: Transactions of the Association for Computational Linguistics, 6
Artikel, Bibliographie

Simpson, Edwin ; Reece, Steven ; Roberts, Stephen J. (2017)
Bayesian Heatmaps: Probabilistic Classification with Multiple Unreliable Information Sources.
Skopje, Macedonia
Konferenzveröffentlichung, Bibliographie

Gurevych, Iryna ; Meyer, Christian M. ; Binnig, Carsten ; Fürnkranz, Johannes ; Kersting, Kristian ; Roth, Stefan ; Simpson, Edwin
Hrsg.: Gelbukh, Alexander (2017)
Interactive Data Analytics for the Humanities.
International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2017. Budapest, Hungary (17.04.2017-23.04.2017)
Konferenzveröffentlichung, Bibliographie