Su Lin Blodgett | DeepAI

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∙ 06/09/2023

Evaluating the Social Impact of Generative AI Systems in Systems and Society

Generative AI systems across modalities, ranging from text, image, audio...

2 Irene Solaiman, et al. ∙

∙ 05/22/2023

This Prompt is Measuring <MASK>: Evaluating Bias Evaluation in Language Models

Bias research in NLP seeks to analyse models for social biases, thus hel...

0 Seraphina Goldfarb-Tarrant, et al. ∙

∙ 05/15/2023

It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance

Progress in NLP is increasingly measured through benchmarks; hence, cont...

0 Arjun Subramonian, et al. ∙

∙ 05/02/2023

Taxonomizing and Measuring Representational Harms: A Look at Image Tagging

In this paper, we examine computational approaches for measuring the "fa...

0 Jared Katzman, et al. ∙

∙ 01/13/2023

Fairness and Sequential Decision Making: Limits, Lessons, and Opportunities

As automated decision making and decision assistance systems become comm...

0 Samer B. Nashed, et al. ∙

∙ 12/29/2022

Examining Political Rhetoric with Epistemic Stance Detection

Participants in political discourse employ rhetorical strategies – such ...

0 Ankita Gupta, et al. ∙

∙ 05/13/2022

Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications

There are many ways to express similar things in text, which makes evalu...

0 Kaitlyn Zhou, et al. ∙

∙ 10/19/2021

Risks of AI Foundation Models in Education

If the authors of a recent Stanford report (Bommasani et al., 2021) on t...

0 Su Lin Blodgett, et al. ∙

∙ 06/21/2021

A Survey of Race, Racism, and Anti-Racism in NLP

Despite inextricable ties between race and language, little work has con...

0 Anjalie Field, et al. ∙

∙ 05/18/2021

Confronting Structural Inequities in AI for Education

Educational technologies, and the systems of schooling in which they are...

0 Michael Madaio, et al. ∙

∙ 04/07/2021

How to Write a Bias Statement: Recommendations for Submissions to the Workshop on Gender Bias in NLP

At the Workshop on Gender Bias in NLP (GeBNLP), we'd like to encourage a...

0 Christian Hardmeier, et al. ∙

∙ 05/28/2020

Language (Technology) is Power: A Critical Survey of "Bias" in NLP

We survey 146 papers analyzing "bias" in NLP systems, finding that their...

0 Su Lin Blodgett, et al. ∙

∙ 04/17/2018

Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses

Dependency parsing research, which has made significant gains in recent ...

0 Katherine A. Keith, et al. ∙

∙ 06/30/2017

Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English

We highlight an important frontier in algorithmic fairness: disparity in...

0 Su Lin Blodgett, et al. ∙

∙ 08/31/2016

Demographic Dialectal Variation in Social Media: A Case Study of African-American English

Though dialectal language is increasingly abundant on social media, few ...

0 Su Lin Blodgett, et al. ∙

∙ 06/20/2016

Visualizing textual models with in-text and word-as-pixel highlighting

We explore two techniques which use color to make sense of statistical t...

0 Abram Handler, et al. ∙

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