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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 – 20 of 20 1 Same Author or Just Same Topic? Towards Content-Independent Style Representations ... Wegmann, Anna; Schraagen, Marijn; Nguyen, Dong. - : arXiv, 2022 BASE Show details 2 Semantic Journeys: Quantifying Change in Emoji Meaning from 2012-2018 ... Robertson, Alexander; Liza, Farhana Ferdousi; Nguyen, Dong. - : arXiv, 2021 BASE Show details 3 Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework ... Wegmann, Anna; Nguyen, Dong. - : arXiv, 2021 BASE Show details 4 HateCheck: Functional Tests for Hate Speech Detection Models ... 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; Margetts, Helen; Nguyen, Dong. - : Underline Science Inc., 2021 BASE Show details 5 Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Nguyen, Dong; Wegmann, Anna. - : Underline Science Inc., 2021 BASE Show details 6 On learning and representing social meaning in NLP: a sociolinguistic perspective ... NAACL 2021 2021; Grieve, Jack; Nguyen, Dong. - : Underline Science Inc., 2021 BASE Show details 7 Linguistic analysis of suspected child sexual offenders’ interactions in a dark web image exchange chatroom Chiang, Emily; Nguyen, Dong; Towler, Amanda. - 2021 BASE Show details 8 Do Word Embeddings Capture Spelling Variation? ... The 28th International Conference on Computational Linguistics 2020; Grieve, Jack; Nguyen, Dong. - : Underline Science Inc., 2020 Abstract: Analyses of word embeddings have primarily focused on semantic and syntactic properties. However, word embeddings have the potential to encode other properties as well. In this paper, we propose a new perspective on the analysis of word embeddings by focusing on spelling variation. In social media, spelling variation is abundant and often socially meaningful. Here, we analyze word embeddings trained on Twitter and Reddit data. We present three analyses using pairs of word forms covering seven types of spelling variation in English. Taken together, our results show that word embeddings encode spelling variation patterns of various types to some extent, even embeddings trained using the skipgram model which does not take spelling into account. Our results also suggest a link between the intentionality of the variation and the distance of the non-conventional spellings to their conventional spellings. ... Keyword: Computer and Information Science; Natural Language Processing; Neural Network URL: https://underline.io/lecture/6204-do-word-embeddings-capture-spelling-variationquestion https://dx.doi.org/10.48448/w3e8-1m98 BASE Hide details 9 Room to Glo: A Systematic Comparison of Semantic Change Detection Approaches with Word Embeddings Shoemark, Philippa; McGillivray, Barbara; Nguyen, Dong. - : Association for Computational Linguistics, 2020 BASE Show details 10 How We Do Things With Words: Analyzing Text as Social and Cultural Data Nguyen, Dong; Liakata, Maria; DeDeo, Simon... In: Front Artif Intell (2020) BASE Show details 11 Monthly word embeddings for Twitter random sample (English, 2012-2018) ... Shoemark, Philippa; Ferdousi Liza, Farhana; Hale, Scott A.. - : Zenodo, 2019 BASE Show details 12 Monthly word embeddings for Twitter random sample (English, 2012-2018) ... Shoemark, Philippa; Ferdousi Liza, Farhana; Hale, Scott A.. - : Zenodo, 2019 BASE Show details 13 Emo, love and god: making sense of Urban Dictionary, a crowd-sourced online dictionary ... Nguyen, Dong; McGillivray, Barbara; Yasseri, Taha. - : Apollo - University of Cambridge Repository, 2018 BASE Show details 14 Emo, love and god: making sense of Urban Dictionary, a crowd-sourced online dictionary Yasseri, Taha; Nguyen, Dong; McGillivray, Barbara. - : The Royal Society, 2018. : http://rsos.royalsocietypublishing.org/content/5/5/172320, 2018. : Royal Society Open Science, 2018 BASE Show details 15 Emo, love and god: making sense of Urban Dictionary, a crowd-sourced online dictionary Nguyen, Dong; McGillivray, Barbara; Yasseri, Taha. - : The Royal Society Publishing, 2018 BASE Show details 16 Emo, Love, and God: Making Sense of Urban Dictionary, a Crowd-Sourced Online Dictionary ... Nguyen, Dong; McGillivray, Barbara; Yasseri, Taha. - : arXiv, 2017 BASE Show details 17 A Kernel Independence Test for Geographical Language Variation ... Nguyen, Dong; Eisenstein, Jacob. - : arXiv, 2016 BASE Show details 18 Audience and the Use of Minority Languages on Twitter Cornips, Leonie; Trieschnigg, Dolf; Nguyen, Dong In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 9 No. 1 (2015): Ninth International AAAI Conference on Web and Social Media ; 2334-0770 ; 2162-3449 (2015) BASE Show details 19 Computational Sociolinguistics: A Survey ... Nguyen, Dong; Doğruöz, A. Seza; Rosé, Carolyn P.. - : arXiv, 2015 BASE Show details 20 "How Old Do You Think I Am?" A Study of Language and Age in Twitter Nguyen, Dong; Gravel, Rilana; Trieschnigg, Dolf... In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 7 No. 1 (2013): Seventh International AAAI Conference on Weblogs and Social Media ; 2334-0770 ; 2162-3449 (2013) BASE Show details

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