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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 11 of 11 1 The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Gehrmann, Sebastian; Adewumi, Tosin; Aggarwal, Karmanya... In: Proceedings of the 1st Workshop on Natural Language Generation, Evaluation, and Metrics (GEM 2021) ; https://hal.archives-ouvertes.fr/hal-03466171 ; Proceedings of the 1st Workshop on Natural Language Generation, Evaluation, and Metrics (GEM 2021), Aug 2021, Online, France. pp.96-120, ⟨10.18653/v1/2021.gem-1.10⟩ (2021) BASE Show details 2 The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics ... Gehrmann, Sebastian; Adewumi, Tosin; Aggarwal, Karmanya; Ammanamanchi, Pawan Sasanka; Anuoluwapo, Aremu; Bosselut, Antoine; Chandu, Khyathi Raghavi; Clinciu, Miruna; Das, Dipanjan; Dhole, Kaustubh D.; Du, Wanyu; Durmus, Esin; Dušek, Ondřej; Emezue, Chris; Gangal, Varun; Garbacea, Cristina; Hashimoto, Tatsunori; Hou, Yufang; Jernite, Yacine; Jhamtani, Harsh; Ji, Yangfeng; Jolly, Shailza; Kale, Mihir; Kumar, Dhruv; Ladhak, Faisal; Madaan, Aman; Maddela, Mounica; Mahajan, Khyati; Mahamood, Saad; Majumder, Bodhisattwa Prasad; Martins, Pedro Henrique; McMillan-Major, Angelina; Mille, Simon; van Miltenburg, Emiel; Nadeem, Moin; Narayan, Shashi; Nikolaev, Vitaly; Niyongabo, Rubungo Andre; Osei, Salomey; Parikh, Ankur; Perez-Beltrachini, Laura; Rao, Niranjan Ramesh; Raunak, Vikas; Rodriguez, Juan Diego; Santhanam, Sashank; Sedoc, João; Sellam, Thibault; Shaikh, Samira; Shimorina, Anastasia; Cabezudo, Marco Antonio Sobrevilla. - : arXiv, 2021 Abstract: We introduce GEM, a living benchmark for natural language Generation (NLG), its Evaluation, and Metrics. Measuring progress in NLG relies on a constantly evolving ecosystem of automated metrics, datasets, and human evaluation standards. Due to this moving target, new models often still evaluate on divergent anglo-centric corpora with well-established, but flawed, metrics. This disconnect makes it challenging to identify the limitations of current models and opportunities for progress. Addressing this limitation, GEM provides an environment in which models can easily be applied to a wide set of tasks and in which evaluation strategies can be tested. Regular updates to the benchmark will help NLG research become more multilingual and evolve the challenge alongside models. This paper serves as the description of the data for which we are organizing a shared task at our ACL 2021 Workshop and to which we invite the entire NLG community to participate. ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.2102.01672 https://arxiv.org/abs/2102.01672 BASE Hide details 3 Towards Syntax-Aware DialogueSummarization using Multi-task Learning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Lee, Seolhwa; Lim, Heuiseok. - : Underline Science Inc., 2021 BASE Show details 4 Who speaks like a style of Vitamin: Towards Syntax-Aware DialogueSummarization using Multi-task Learning ... Lee, Seolhwa; Yang, Kisu; Park, Chanjun. - : arXiv, 2021 BASE Show details 5 Natural language processing methods are sensitive to sub-clinical linguistic differences in schizophrenia spectrum disorders Tang, Sunny X.; Kriz, Reno; Cho, Sunghye... In: NPJ Schizophr (2021) BASE Show details 6 Measuring the `I don't know' Problem through the Lens of Gricean Quantity ... Khayrallah, Huda; Sedoc, João. - : arXiv, 2020 BASE Show details 7 SMRT Chatbots: Improving Non-Task-Oriented Dialog with Simulated Multiple Reference Training ... Khayrallah, Huda; Sedoc, João. - : arXiv, 2020 BASE Show details 8 Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification ... Kriz, Reno; Sedoc, João; Apidianaki, Marianna. - : arXiv, 2019 BASE Show details 9 Comparison of Diverse Decoding Methods from Conditional Language Models ... Ippolito, Daphne; Kriz, Reno; Kustikova, Maria. - : arXiv, 2019 BASE Show details 10 Learning Word Ratings for Empathy and Distress from Document-Level User Responses ... Sedoc, João; Buechel, Sven; Nachmany, Yehonathan. - : arXiv, 2019 BASE Show details 11 Unsupervised Post-processing of Word Vectors via Conceptor Negation ... Liu, Tianlin; Ungar, Lyle; Sedoc, João. - : arXiv, 2018 BASE Show details

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