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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 – 18 of 18 1 Fairness-aware Class Imbalanced Learning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Baldwin, Timothy; Cohn, Trevor. - : Underline Science Inc., 2021 BASE Show details 2 Balancing out Bias: Achieving Fairness Through Training Reweighting ... Han, Xudong; Baldwin, Timothy; Cohn, Trevor. - : arXiv, 2021 BASE Show details 3 ChEMU 2020: Natural Language Processing Methods Are Effective for Information Extraction From Chemical Patents He, Jiayuan; Nguyen, Dat Quoc; Akhondi, Saber A.... In: Front Res Metr Anal (2021) BASE Show details 4 Contextualization of Morphological Inflection ... Vylomova, Ekaterina; Cotterell, Ryan; Baldwin, Timothy. - : arXiv, 2019 BASE Show details 5 Target Based Speech Act Classification in Political Campaign Text ... Subramanian, Shivashankar; Cohn, Trevor; Baldwin, Timothy. - : arXiv, 2019 BASE Show details 6 Twitter geolocation using knowledge-based methods Miyazaki, Taro; Rahimi, Afshin; Cohn, Trevor. - : Association for Computational Linguistics, 2018 BASE Show details 7 Semi-supervised User Geolocation via Graph Convolutional Networks Rahimi, Afshin; Cohn, Trevor; Baldwin, Timothy. - : Association for Computational Linguistics -ACL, 2018 BASE Show details 8 A Neural Model for User Geolocation and Lexical Dialectology ... Rahimi, Afshin; Cohn, Trevor; Baldwin, Timothy. - : arXiv, 2017 BASE Show details 9 Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks ... Rahimi, Afshin; Baldwin, Timothy; Cohn, Trevor. - : arXiv, 2017 BASE Show details 10 Topically Driven Neural Language Model ... Lau, Jey Han; Baldwin, Timothy; Cohn, Trevor. - : arXiv, 2017 Abstract: Language models are typically applied at the sentence level, without access to the broader document context. We present a neural language model that incorporates document context in the form of a topic model-like architecture, thus providing a succinct representation of the broader document context outside of the current sentence. Experiments over a range of datasets demonstrate that our model outperforms a pure sentence-based model in terms of language model perplexity, and leads to topics that are potentially more coherent than those produced by a standard LDA topic model. Our model also has the ability to generate related sentences for a topic, providing another way to interpret topics. ... : 11 pages, Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017) (to appear) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.1704.08012 https://arxiv.org/abs/1704.08012 BASE Hide details 11 Context-Aware Prediction of Derivational Word-forms ... Vylomova, Ekaterina; Cotterell, Ryan; Baldwin, Timothy. - : arXiv, 2017 BASE Show details 12 A neural model for user geolocation and lexical dialectology Rahimi, Afshin; Cohn, Trevor; Baldwin, Timothy. - : Association for Computational Linguistics -ACL, 2017 BASE Show details 13 Continuous representation of location for geolocation and lexical dialectology using mixture density networks Rahimi, Afshin; Baldwin, Timothy; Cohn, Trevor. - : Association for Computational Linguistics, 2017 BASE Show details 14 Pigeo: A Python geotagging tool Rahimi, Afshin; Cohn, Trevor; Baldwin, Timothy. - : Association for Computational Linguistics (ACL), 2016 BASE Show details 15 Twitter User Geolocation Using a Unified Text and Network Prediction Model ... Rahimi, Afshin; Cohn, Trevor; Baldwin, Timothy. - : arXiv, 2015 BASE Show details 16 Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning ... Vylomova, Ekaterina; Rimell, Laura; Cohn, Trevor. - : arXiv, 2015 BASE Show details 17 Twitter user geolocation using a unified text and network prediction model Rahimi, Afshin; Cohn, Trevor; Baldwin, Timothy. - : Association for Computational Linguistics (ACL), 2015 BASE Show details 18 Exploiting text and network context for geolocation of social media users Rahimi, Afshin; Vu, Duy; Cohn, Trevor. - : Association for Computational Linguistics (ACL), 2015 BASE Show details

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