Aligning public feedback to requests for comments on regulations.gov

Manya Wadhwa, Silvio Amir, Mark Dredze

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In an effort to democratize the regulatory process, the United States Federal government created regulations.gov, a portal through which federal agencies can share proposed regulations and solicit feedback from the public. A proposed regulation will contain several requests for feedback on specific topics, and the public can then submit comments in response. While this reduces barriers to soliciting feedback, it still leaves regulators with a challenge: how to produce a summary and incorporate feedback from the sometimes tens of thousands of submitted comments. We propose an information retrieval system by which comments are aligned to specific regulatory requests. We evaluate several measures of semantic similarity for matching comments to information requests. We evaluate our proposed system over a dataset containing several regulations proposed for electronic cigarettes, an issue that energized tens of thousands of comments in response.

Original languageEnglish (US)
Title of host publicationProceedings of the 14th International AAAI Conference on Web and Social Media, ICWSM 2020
PublisherAAAI Press
Pages974-978
Number of pages5
ISBN (Electronic)9781577357889
StatePublished - 2020
Externally publishedYes
Event14th International AAAI Conference on Web and Social Media, ICWSM 2020 - Atlanta, Virtual, United States
Duration: Jun 8 2020Jun 11 2020

Publication series

NameProceedings of the 14th International AAAI Conference on Web and Social Media, ICWSM 2020

Conference

Conference14th International AAAI Conference on Web and Social Media, ICWSM 2020
Country/TerritoryUnited States
CityAtlanta, Virtual
Period6/8/206/11/20

ASJC Scopus subject areas

  • Computer Networks and Communications

Fingerprint

Dive into the research topics of 'Aligning public feedback to requests for comments on regulations.gov'. Together they form a unique fingerprint.

Cite this