Papers by Saketh Kotamraju
Written Justifications are Key to Aggregate Crowdsourced Forecasts (2021.findings-emnlp)
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| Challenge: | aggregating crowdsourced forecasts benefits from modeling written justifications . a majority of respondents support the idea that crowds are more reliable than experts . |
| Approach: | They propose to model written justifications for crowdsourced questions by analyzing their results in a literature review. |
| Outcome: | The results show that the written justifications are beneficial to call a question throughout its life except in the last quarter. |
Interpreting Answers to Yes-No Questions in User-Generated Content (2023.findings-emnlp)
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| Challenge: | Existing studies on yes-no questions outside social media have found that yes and no keywords are rare in answers. |
| Approach: | They propose a corpus of 4,442 yes-no question-answer pairs from twitter . they find that yes and no keywords are rare in answers and poor indicators of correct interpretation . |
| Outcome: | The proposed corpus of 4,442 yes-no question-answer pairs shows that large language models are far from solving the problem. |