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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 OpenFraming: open-sourced tool for computational framing analysis of multilingual data Sun, Yimeng; Tofu, David Assefa; Halim, Edward Edberg; Ishwar, Prakash; Jalal, Mona; Betke, Margrit; Bhatia, Vibhu; Smith, Alyssa; Akavoor, Vidya Prasad; Paik, Sejin; Guo, Lei; Wijaya, Derry Tanti. - : Association for Computational Linguistics, 2021 Abstract: When journalists cover a news story, they can cover the story from multiple angles or perspectives. These perspectives are called “frames,” and usage of one frame or another may influence public perception and opinion of the issue at hand. We develop a web-based system for analyzing frames in multilingual text documents. We propose and guide users through a five-step end-to-end computational framing analysis framework grounded in media framing theory in communication research. Users can use the framework to analyze multilingual text data, starting from the exploration of frames in user’s corpora and through review of previous framing literature (step 1-3) to frame classification (step 4) and prediction (step 5). The framework combines unsupervised and supervised machine learning and leverages a state-of-the-art (SoTA) multilingual language model, which can significantly enhance frame prediction performance while requiring a considerably small sample of manual annotations. Through the interactive website, anyone can perform the proposed computational framing analysis, making advanced computational analysis available to researchers without a programming background and bridging the digital divide within the communication research discipline in particular and the academic community in general. The system is available online at http://www.openframing.org, via an API http://www.openframing.org:5000/docs/, or through our GitHub page https://github.com/vibss2397/openFraming. ; Published version URL: https://hdl.handle.net/2144/44172 https://doi.org/10.18653/v1/2021.emnlp-demo.28 BASE Hide details 2 "Wikily" Supervised Neural Translation Tailored to Cross-Lingual Tasks ... Rasooli, Mohammad Sadegh; Callison-Burch, Chris; Wijaya, Derry Tanti. - : arXiv, 2021 BASE Show details 3 Majority Voting with Bidirectional Pre-translation For Bitext Retrieval ... Jones, Alex; Wijaya, Derry Tanti. - : arXiv, 2021 BASE Show details 4 Wikily Supervised Neural Translation Tailored to Cross-Lingual Tasks ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Callison-Burch, Chris; Rasooli, Mohammad Sadegh. - : Underline Science Inc., 2021 BASE Show details 5 Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Tourni, Isidora Chara; Wijaya, Derry. - : Underline Science Inc., 2021 BASE Show details 6 OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Akavoor, Vidya; Betke, Margrit. - : Underline Science Inc., 2021 BASE Show details 7 IndoCollex: A Testbed for Morphological Transformation of Indonesian Word Colloquialism ... 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; Aji, Alham Fikri; Akyürek, Afra Feyza. - : Underline Science Inc., 2021 BASE Show details 8 LAL: linguistically aware learning for scene text recognition Zheng, Yi; Qin, Wenda; Wijaya, Derry. - : ACM, 2020 BASE Show details 9 Resolving pronouns in Twitter streams: context can help! Wijaya, Derry Tanti; Andy, Anietie; Callison-Burch, Chris. - : Association for Computational Linguistics, 2020 BASE Show details 10 Learning to scale multilingual representations for vision-language tasks Burns, Andrea; Kim, Donghyun; Wijaya, Derry. - 2020 BASE Show details 11 Informativity in image captions vs. referring expressions Coppock, Elizabeth; Dionne, Danielle; Graham, Nathanial. - : ACL, 2020 BASE Show details 12 Learning to scale multilingual representations for vision-language tasks Burns, Andrea; Kim, Donghyun; Wijaya, Derry. - : Springer, 2020 BASE Show details 13 Learning to Scale Multilingual Representations for Vision-Language Tasks ... Burns, Andrea; Kim, Donghyun; Wijaya, Derry. - : arXiv, 2020 BASE Show details 14 Resolving Pronouns in Twitter Streams: Context can Help! ... The 28th International Conference on Computational Linguistics 2020; Andy, Anietie; Callison-Burch, Chris. - : Underline Science Inc., 2020 BASE Show details 15 Winter is here: summarizing Twitter streams related to pre-scheduled events Andy, Anietie; Wijaya, Derry Tanti; Callison-Burch, Chris. - : Association for Computational Linguistics, 2019 BASE Show details 16 Detecting frames in news headlines and its application to analyzing news framing trends surrounding U.S. gun violence Liu, Siyi; Guo, Lei; Mays, Kate. - : Association for Computational Linguistics, 2019 BASE Show details 17 Learning translations via images with a massively multilingual image dataset Callison-Burch, Chris; Wijaya, Derry; Kriz, Reno. - : Association for Computational Linguistics, 2018 BASE Show details 18 Learning Translations via Matrix Completion Wijaya, Derry; Callahan, Brendan; Hewitt, John... In: Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-01838532 ; Conference on Empirical Methods in Natural Language Processing, Sep 2017, Copenhagen, Denmark (2017) BASE Show details

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