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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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Automatic Construction of Evaluation Suites for Natural Language Generation Datasets



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



Emiel van Miltenburg , Chris van der Lee , Emiel Krahmer

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

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



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



Emiel van Miltenburg

* 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



Thiago Castro Ferreira , Chris van der Lee , Emiel van Miltenburg , Emiel Krahmer

* Preprint version of the EMNLP 2019 article 

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Cross-linguistic differences and similarities in image descriptions



Emiel van Miltenburg , Desmond Elliott , Piek Vossen

* Accepted for INLG 2017, Santiago de Compostela, Spain, 4-7 September, 2017. Camera-ready version. See the ACL anthology for full bibliographic information 

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