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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. - : arXiv, 2021 BASE Show 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; Zheng, Carolina; Kumar, Gaurav; Miltsakaki, Eleni; Callison-Burch, Chris. - : arXiv, 2019 Abstract: Sentence simplification is the task of rewriting texts so they are easier to understand. Recent research has applied sequence-to-sequence (Seq2Seq) models to this task, focusing largely on training-time improvements via reinforcement learning and memory augmentation. One of the main problems with applying generic Seq2Seq models for simplification is that these models tend to copy directly from the original sentence, resulting in outputs that are relatively long and complex. We aim to alleviate this issue through the use of two main techniques. First, we incorporate content word complexities, as predicted with a leveled word complexity model, into our loss function during training. Second, we generate a large set of diverse candidate simplifications at test time, and rerank these to promote fluency, adequacy, and simplicity. Here, we measure simplicity through a novel sentence complexity model. These extensions allow our models to perform competitively with state-of-the-art systems while generating simpler ... : 11 pages, North American Association of Computational Linguistics (NAACL 2019) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.1904.02767 https://arxiv.org/abs/1904.02767 BASE Hide 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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