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GEMv2: Multilingual NLG Benchmarking in a Single Line of Code



Sebastian Gehrmann , Abhik Bhattacharjee , Abinaya Mahendiran , Alex Wang , Alexandros Papangelis , Aman Madaan , Angelina McMillan-Major , Anna Shvets , Ashish Upadhyay , Bingsheng Yao , Bryan Wilie , Chandra Bhagavatula , Chaobin You , Craig Thomson , Cristina Garbacea , Dakuo Wang , Daniel Deutsch , Deyi Xiong , Di Jin , Dimitra Gkatzia , Dragomir Radev , Elizabeth Clark , Esin Durmus , Faisal Ladhak , Filip Ginter , Genta Indra Winata , Hendrik Strobelt , Hiroaki Hayashi , Jekaterina Novikova , Jenna Kanerva , Jenny Chim , Jiawei Zhou , Jordan Clive , Joshua Maynez , João Sedoc , Juraj Juraska , Kaustubh Dhole , Khyathi Raghavi Chandu , Laura Perez-Beltrachini , Leonardo F. R. Ribeiro , Lewis Tunstall , Li Zhang , Mahima Pushkarna , Mathias Creutz , Michael White , Mihir Sanjay Kale , Moussa Kamal Eddine , Nico Daheim , Nishant Subramani , Ondrej Dusek , Paul Pu Liang , Pawan Sasanka Ammanamanchi , Qi Zhu , Ratish Puduppully , Reno Kriz , Rifat Shahriyar , Ronald Cardenas , Saad Mahamood , Salomey Osei , Samuel Cahyawijaya , Sanja Štajner , Sebastien Montella , Shailza , Shailza Jolly , Simon Mille , Tahmid Hasan , Tianhao Shen , Tosin Adewumi , Vikas Raunak , Vipul Raheja , Vitaly Nikolaev , Vivian Tsai , Yacine Jernite , Ying Xu , Yisi Sang , Yixin Liu , Yufang Hou


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You Are What You Write: Preserving Privacy in the Era of Large Language Models



Richard Plant , Valerio Giuffrida , Dimitra Gkatzia


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Task2Dial: A Novel Task and Dataset for Commonsense enhanced Task-based Dialogue Grounded in Documents



Carl Strathearn , Dimitra Gkatzia

* Proceedings of The Fourth International Conference on Natural Language and Speech Processing (ICNLSP 2021) 

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CAPE: Context-Aware Private Embeddings for Private Language Learning



Richard Plant , Dimitra Gkatzia , Valerio Giuffrida

* Accepted into EMNLP21 main conference 

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Underreporting of errors in NLG output, and what to do about it



Emiel van Miltenburg , Miruna-Adriana Clinciu , Ondřej Dušek , Dimitra Gkatzia , Stephanie Inglis , Leo Leppänen , Saad Mahamood , Emma Manning , Stephanie Schoch , Craig Thomson , Luou Wen

* Prefinal version, accepted for publication in the Proceedings of the 14th International Conference on Natural Language Generation (INLG 2021, Aberdeen). Comments welcome 

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Content Selection in Data-to-Text Systems: A Survey



Dimitra Gkatzia


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Natural Language Generation enhances human decision-making with uncertain information



Dimitra Gkatzia , Oliver Lemon , Verena Rieser

* 54th annual meeting of the Association for Computational Linguistics (ACL), Berlin 2016 

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An Ensemble method for Content Selection for Data-to-text Systems



Dimitra Gkatzia , Helen Hastie

* 3 pages, 2 figures, 1st International Workshop on Data-to-text Generation 

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