no code implementations • LREC 2022 • Carley Reardon, Sejin Paik, Ge Gao, Meet Parekh, Yanling Zhao, Lei Guo, Margrit Betke, Derry Tanti Wijaya
As such, we introduce a U. S. gun violence news dataset that contains news headline and image pairings from 840 news articles with 15K high-quality, crowdsourced annotations on emotional responses to the news pairings.
no code implementations • EMNLP 2021 • Mohammad Sadegh Rasooli, Chris Callison-Burch, Derry Tanti Wijaya
Our captioning results on Arabic are slightly better than that of its supervised model.
no code implementations • COLING (CRAC) 2020 • Anietie Andy, Chris Callison-Burch, Derry Tanti Wijaya
Many people live-tweet televised events like Presidential debates and popular TV-shows and discuss people or characters in the event.
no code implementations • LREC 2022 • Anietie Andy, Reno Kriz, Sharath Chandra Guntuku, Derry Tanti Wijaya, Chris Callison-Burch
While popular Television (TV) shows are airing, some users interested in these shows publish social media posts about the show.
1 code implementation • PoliticalNLP (LREC) 2022 • Sha Lai, Yanru Jiang, Lei Guo, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya
We discuss the effectiveness of our approach by comparing the frames it generates in an unsupervised manner to the domain-expert-derived frames for the issue of gun violence, for which a supervised learning model for frame recognition exists.
no code implementations • Findings (EMNLP) 2021 • Isidora Tourni, Lei Guo, Taufiq Husada Daryanto, Fabian Zhafransyah, Edward Edberg Halim, Mona Jalal, Boqi Chen, Sha Lai, Hengchang Hu, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya
Such perspectives are called “frames” in communication research. We study, for the first time, the value of combining lead images and their contextual information with text to identify the frame of a given news article.
1 code implementation • EMNLP (ACL) 2021 • Vibhu Bhatia, Vidya Prasad Akavoor, Sejin Paik, Lei Guo, Mona Jalal, Alyssa Smith, David Assefa Tofu, Edward Edberg Halim, Yimeng Sun, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya
We propose and guide users through a five-step end-to-end computational framing analysis framework grounded in media framing theory in communication research.
no code implementations • 12 Aug 2023 • Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, Yuan-Fang Li
Knowledge Graph (KG)-to-Text generation aims at generating fluent natural-language text that accurately represents the information of a given knowledge graph.
1 code implementation • ICLR 2022 • Afra Feyza Akyürek, Ekin Akyürek, Derry Tanti Wijaya, Jacob Andreas
The key to this approach is a new family of subspace regularization schemes that encourage weight vectors for new classes to lie close to the subspace spanned by the weights of existing classes.
1 code implementation • NAACL 2021 • Nikzad Khani, Isidora Tourni, Mohammad Sadegh Rasooli, Chris Callison-Burch, Derry Tanti Wijaya
We find that images of words are not always invariant across languages, and that language pairs with shared culture, meaning having either a common language family, ethnicity or religion, have improved image translatability (i. e., have more similar images for similar words) compared to its converse, regardless of their geographic proximity.
Cultural Vocal Bursts Intensity Prediction Multilingual NLP +3
1 code implementation • 16 Apr 2021 • Mohammad Sadegh Rasooli, Chris Callison-Burch, Derry Tanti Wijaya
Our captioning results on Arabic are slightly better than that of its supervised model.
1 code implementation • 10 Apr 2021 • Alex Jones, Derry Tanti Wijaya
The explosion of user-generated content (UGC)--e. g. social media posts, comments, and reviews--has motivated the development of NLP applications tailored to these types of informal texts.
1 code implementation • RANLP (BUCC) 2021 • Alex Jones, Derry Tanti Wijaya
Obtaining high-quality parallel corpora is of paramount importance for training NMT systems.
no code implementations • ACL 2020 • Afra Feyza Aky{\"u}rek, Lei Guo, R Elanwar, a, Prakash Ishwar, Margrit Betke, Derry Tanti Wijaya
News framing refers to the practice in which aspects of specific issues are highlighted in the news to promote a particular interpretation.
no code implementations • CONLL 2019 • Siyi Liu, Lei Guo, Kate Mays, Margrit Betke, Derry Tanti Wijaya
We apply our frame detection approach in a large scale study of 88k news headlines about the coverage of gun violence in the U. S. between 2016 and 2018.
no code implementations • WS 2019 • Anietie Andy, Derry Tanti Wijaya, Chris Callison-Burch
Pre-scheduled events, such as TV shows and sports games, usually garner considerable attention from the public.
no code implementations • ACL 2018 • John Hewitt, Daphne Ippolito, Brendan Callahan, Reno Kriz, Derry Tanti Wijaya, Chris Callison-Burch
To facilitate research on the task, we introduce a large-scale multilingual corpus of images, each labeled with the word it represents.
no code implementations • EMNLP 2017 • Derry Tanti Wijaya, Brendan Callahan, John Hewitt, Jie Gao, Xiao Ling, Marianna Apidianaki, Chris Callison-Burch
Bilingual Lexicon Induction is the task of learning word translations without bilingual parallel corpora.