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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 3 Hits 1 – 20 of 47 1 Homepage2Vec: Language-Agnostic Website Embedding and Classification ... Lugeon, Sylvain; Piccardi, Tiziano; West, Robert. - : arXiv, 2022 BASE Show details 2 Better than Average: Paired Evaluation of NLP systems ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Eger, Steffen; Peyrard, Maxime; West, Robert; Zhao, Wei. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.179 Abstract: Evaluation in NLP is usually done by comparing the scores of competing systems independently averaged over a common set of test instances. In this work, we question the use of averages for aggregating evaluation scores into a final number used to decide which system is best, since the average, as well as alternatives such as the median, ignores the pairing arising from the fact that systems are evaluated on the same test instances. We illustrate the importance of taking the instance\hyp level pairing of evaluation scores into account and demonstrate, both theoretically and empirically, the advantages of aggregation methods based on pairwise comparisons, such as the Bradley--Terry (BT) model, a mechanism based on the estimated probability that a given system scores better than another on the test set. By re-evaluating 296 real NLP evaluation setups across four tasks and 18 evaluation metrics, we show that the choice of aggregation mechanism ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://dx.doi.org/10.48448/azt9-r152 https://underline.io/lecture/25501-better-than-average-paired-evaluation-of-nlp-systems BASE Hide details 3 Classifying Dyads for Militarized Conflict Analysis ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ahbab, Samin; Cotterell, Ryan. - : Underline Science Inc., 2021 BASE Show details 4 Classifying Dyads for Militarized Conflict Analysis Torroba Hennigen, Lucas; Stoehr, Niklas; West, Robert... In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (2021) BASE Show details 5 Cognitive Network Topology and Optimization of the Mental Lexicon ... Burlacu, Adrian; West, Robert. - : Unpublished, 2021 BASE Show details 6 Linguistic effects on news headline success: Evidence from thousands of online field experiments (Registered Report Protocol) Gligorić, Kristina; Lifchits, George; West, Robert... In: PLoS One (2021) BASE Show details 7 On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation ... Zhao, Wei; Glavaš, Goran; Peyrard, Maxime. - : arXiv, 2020 BASE Show details 8 On the limitations of cross-lingual encoders as exposed by reference-free machine translation evaluation Zhao, Wei; Glavaš, Goran; Peyrard, Maxime. - : Association for Computational Linguistics, 2020 BASE Show details 9 Robust Cross-lingual Embeddings from Parallel Sentences ... Sabet, Ali; Gupta, Prakhar; Cordonnier, Jean-Baptiste. - : arXiv, 2019 BASE Show details 10 Crosslingual Document Embedding as Reduced-Rank Ridge Regression ... Josifoski, Martin; Paskov, Ivan S.; Paskov, Hristo S.. - : arXiv, 2019 BASE Show details 11 Why the World Reads Wikipedia ... Lemmerich, Florian; Saez-Trumper, Diego; West, Robert. - : figshare, 2019 BASE Show details 12 Why the World Reads Wikipedia ... Lemmerich, Florian; Saez-Trumper, Diego; West, Robert. - : figshare, 2019 BASE Show details 13 Why the World Reads Wikipedia ... Lemmerich, Florian; Saez-Trumper, Diego; West, Robert. - : figshare, 2019 BASE Show details 14 Causal Effects of Brevity on Style and Success in Social Media ... Gligoric, Kristina; Anderson, Ashton; West, Robert. - : arXiv, 2019 BASE Show details 15 Message Distortion in Information Cascades Ribeiro, Manoel Horta; Gligoric, Kristina; West, Robert In: http://infoscience.epfl.ch/record/270657 (2019) BASE Show details 16 Message Distortion in Information Cascades ... Ribeiro, Manoel Horta; Gligorić, Kristina; West, Robert. - : arXiv, 2019 BASE Show details 17 Reverse-Engineering Satire, or "Paper on Computational Humor Accepted despite Making Serious Advances" Horvitz, Eric; West, Robert In: http://infoscience.epfl.ch/record/271147 (2019) BASE Show details 18 Why the World Reads Wikipedia: Beyond English Speakers Lemmerich, Florian; Saez-Trumper, Diego; West, Robert... In: http://infoscience.epfl.ch/record/270302 (2019) BASE Show details 19 Crosslingual Document Embedding as Reduced-Rank Ridge Regression Paskov, Ivan S.; West, Robert; Paskov, Hristo S.... In: http://infoscience.epfl.ch/record/263893 (2019) BASE Show details 20 Churn Intent Detection in Multilingual Chatbot Conversations and Social Media ... Abbet, Christian; M'hamdi, Meryem; Giannakopoulos, Athanasios. - : arXiv, 2018 BASE Show details Page: 1 2 3

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