Papers by Giovanna Maria Dora Dore
Theory-Grounded Computational Text Analysis (2023.acl-short)
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| Challenge: | A broad space separates its two constituent disciplines—natural language processing and social science—which has to date been sidestepped rather than filled by applying increasingly complex computational models to problems in social science research. |
| Approach: | They argue that computational text analysis lacks organizing principles and requires organizing methods to solve problems. |
| Outcome: | The proposed approach is based on a review of 60 papers on computational text analysis. |
Hong Kong: Longitudinal and Synchronic Characterisations of Protest News between 1998 and 2020 (2022.lrec-1)
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| Challenge: | This paper examines the utility and timeliness of the Hong Kong Protest News Dataset . it sheds light on whether depth and/or manner of reporting changed over time . |
| Approach: | They use the Hong Kong Protest News Dataset to investigate synchronic news characterisations of protests in Hong Kong between 1998 and 2020. |
| Outcome: | The dataset sheds light on whether depth and/or manner of reporting changed over time, and if so, in what ways, or in response to what. |