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Discourse Analysis of Legislative Bill Discussions
Author1, Author2, Author3, Author4, Author5
discourse analysislegislative hearingsnatural language processingrhetorical structure
2611.05381
Builder Relevance
2h ago70%
Abstract
This paper presents a novel pipeline for parsing rhetorical structures in legislative committee hearings to enhance discourse analysis and democratic accountability.
Reality Card
Core Claim
The proposed rhetorical structure grammar successfully parses 55.21% of California state bill discussions in the dataset.
Method / Result
Achieved an F1 score of 52.8% using a logistic regression-based classifier.
Limitations
The performance of the pipeline may be limited by the complexity of legislative discourse and the specificity of the grammar.
Paper to code
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