Papers by Srikala Murugan
Beyond Possession Existence: Duration and Co-Possession (2020.acl-main)
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| Challenge: | Existing work on possession existence targets possession existence, but there is complementary information that can be extracted. |
| Approach: | They propose to use corpora to annotate possession existence and experimental results to determine possession duration and co-possessions. |
| Outcome: | The proposed annotations show that text is more useful than the image for solving these tasks. |
Determining Event Outcomes: The Case of #fail (2020.findings-emnlp)
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| Challenge: | Experimental results show that edibility is easier to predict than outcome quality. |
| Approach: | They use tweets containing #cookingFail or #bakingFails to determine event outcomes in social media. |
| Outcome: | The results show that edibility is easier to predict than outcome quality. |
Extracting Possessions from Social Media: Images Complement Language (D19-1)
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| Challenge: | Existing studies show that authors of tweets possess objects they tweet about. |
| Approach: | They propose a dataset and experiments to determine whether tweet authors possess objects they tweet about. |
| Outcome: | The proposed strategy incorporates visual information into any neural network beyond weights from pretrained networks. |