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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 Page: 1 2 Hits 1 – 20 of 25 1 Evaluating Document Coherence Modelling ... Shen, Aili; Mistica, Meladel; Salehi, Bahar; Li, Hang; Baldwin, Timothy; Qi, Jianzhong. - : arXiv, 2021 Abstract: While pretrained language models ("LM") have driven impressive gains over morpho-syntactic and semantic tasks, their ability to model discourse and pragmatic phenomena is less clear. As a step towards a better understanding of their discourse modelling capabilities, we propose a sentence intrusion detection task. We examine the performance of a broad range of pretrained LMs on this detection task for English. Lacking a dataset for the task, we introduce INSteD, a novel intruder sentence detection dataset, containing 170,000+ documents constructed from English Wikipedia and CNN news articles. Our experiments show that pretrained LMs perform impressively in in-domain evaluation, but experience a substantial drop in the cross-domain setting, indicating limited generalisation capacity. Further results over a novel linguistic probe dataset show that there is substantial room for improvement, especially in the cross-domain setting. ... : accepted to TACL 2021 ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2103.10133 https://dx.doi.org/10.48550/arxiv.2103.10133 BASE Hide details 2 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 3 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 4 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 5 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 6 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 7 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 8 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 9 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 10 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 11 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 12 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 13 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 14 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 15 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 16 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 17 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 18 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 19 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details 20 Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018 In: Language Science Press; (2018) BASE Show details Page: 1 2

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