Search Results for author: Jackson Sargent

Found 4 papers, 3 papers with code

Your spouse needs professional help: Determining the Contextual Appropriateness of Messages through Modeling Social Relationships

1 code implementation6 Jul 2023 David Jurgens, Agrima Seth, Jackson Sargent, Athena Aghighi, Michael Geraci

We introduce a new dataset of contextually-situated judgments of appropriateness and show that large language models can readily incorporate relationship information to accurately identify appropriateness in a given context.

POTATO: The Portable Text Annotation Tool

1 code implementation16 Dec 2022 Jiaxin Pei, Aparna Ananthasubramaniam, Xingyao Wang, Naitian Zhou, Jackson Sargent, Apostolos Dedeloudis, David Jurgens

We present POTATO, the Portable text annotation tool, a free, fully open-sourced annotation system that 1) supports labeling many types of text and multimodal data; 2) offers easy-to-configure features to maximize the productivity of both deployers and annotators (convenient templates for common ML/NLP tasks, active learning, keypress shortcuts, keyword highlights, tooltips); and 3) supports a high degree of customization (editable UI, inserting pre-screening questions, attention and qualification tests).

Active Learning text annotation

Identifying biases in legal data: An algorithmic fairness perspective

no code implementations21 Sep 2021 Jackson Sargent, Melanie Weber

The need to address representation biases and sentencing disparities in legal case data has long been recognized.

Fairness regression

Still out there: Modeling and Identifying Russian Troll Accounts on Twitter

2 code implementations31 Jan 2019 Jane Im, Eshwar Chandrasekharan, Jackson Sargent, Paige Lighthammer, Taylor Denby, Ankit Bhargava, Libby Hemphill, David Jurgens, Eric Gilbert

In this work, we: 1) develop machine learning models that predict whether a Twitter account is a Russian troll within a set of 170K control accounts; and, 2) demonstrate that it is possible to use this model to find active accounts on Twitter still likely acting on behalf of the Russian state.

Social and Information Networks Computers and Society

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