Papers by Eric Waltenburg
Understanding the Language of Political Agreement and Disagreement in Legislative Texts (2020.acl-main)
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| Challenge: | Despite the fact that state-level legislation is rarely discussed, it has a dramatic influence on the everyday life of residents of the respective states. |
| Approach: | They propose a large-scale dataset linking state bills and legislator information, geographical information about their districts, and donations and donors’ information. |
| Outcome: | The proposed model improves over strong text-based models by integrating the state-level text and the legislative context. |
Modeling U.S. State-Level Policies by Extracting Winners and Losers from Legislative Texts (2022.acl-long)
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| Challenge: | State-level legislation is the cornerstone of national policies and has long-lasting effects on residents of US states. |
| Approach: | They build a dataset for multiple US states that interconnects multiple sources of data including bills, stakeholders, legislators, and money donors. |
| Outcome: | The proposed model predicts winners/losers of bills and then utilizes them to determine the legislative body’s vote breakdown according to demographic/ideological criteria, e.g., gender. |