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Implicit causality in GPT-2: a case study


Dec 08, 2022
Hien Huynh, Tomas O. Lentz, Emiel van Miltenburg

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* 5 pages, unpublished manuscript 

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


Aug 08, 2021
Emiel van Miltenburg, Miruna-Adriana Clinciu, Ondřej Dušek, Dimitra Gkatzia, Stephanie Inglis, Leo Leppänen, Saad Mahamood, Emma Manning, Stephanie Schoch, Craig Thomson, Luou Wen

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* 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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Automatic Construction of Evaluation Suites for Natural Language Generation Datasets


Jun 16, 2021
Simon Mille, Kaustubh D. Dhole, Saad Mahamood, Laura Perez-Beltrachini, Varun Gangal, Mihir Kale, Emiel van Miltenburg, Sebastian Gehrmann

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Preregistering NLP Research


Mar 23, 2021
Emiel van Miltenburg, Chris van der Lee, Emiel Krahmer

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* Accepted at NAACL2021; pre-final draft, comments welcome 

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The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics


Feb 03, 2021
Sebastian Gehrmann, Tosin Adewumi, Karmanya Aggarwal, Pawan Sasanka Ammanamanchi, Aremu Anuoluwapo, Antoine Bosselut, Khyathi Raghavi Chandu, Miruna Clinciu, Dipanjan Das, Kaustubh D. Dhole, Wanyu Du, Esin Durmus, Ondřej Dušek, Chris Emezue, Varun Gangal, Cristina Garbacea, Tatsunori Hashimoto, Yufang Hou, Yacine Jernite, Harsh Jhamtani, Yangfeng Ji, Shailza Jolly, Dhruv Kumar, Faisal Ladhak, Aman Madaan, Mounica Maddela, Khyati Mahajan, Saad Mahamood, Bodhisattwa Prasad Majumder, Pedro Henrique Martins, Angelina McMillan-Major, Simon Mille, Emiel van Miltenburg, Moin Nadeem, Shashi Narayan, Vitaly Nikolaev, Rubungo Andre Niyongabo, Salomey Osei, Ankur Parikh, Laura Perez-Beltrachini, Niranjan Ramesh Rao, Vikas Raunak, Juan Diego Rodriguez, Sashank Santhanam, João Sedoc, Thibault Sellam, Samira Shaikh, Anastasia Shimorina, Marco Antonio Sobrevilla Cabezudo, Hendrik Strobelt, Nishant Subramani, Wei Xu, Diyi Yang, Akhila Yerukola, Jiawei Zhou

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On the use of human reference data for evaluating automatic image descriptions


Jun 15, 2020
Emiel van Miltenburg

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* Originally presented as a (non-archival) poster at the VizWiz 2020 workshop, collocated with CVPR 2020. See: https://vizwiz.org/workshops/2020-workshop/ 

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Neural data-to-text generation: A comparison between pipeline and end-to-end architectures


Aug 23, 2019
Thiago Castro Ferreira, Chris van der Lee, Emiel van Miltenburg, Emiel Krahmer

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* Preprint version of the EMNLP 2019 article 

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