Yada Pruksachatkun | DeepAI

DeepAI AI Chat

Featured Co-authors

Yi Yang
329 publications
Kai-Wei Chang
160 publications
Samuel R. Bowman
79 publications
David Sontag
75 publications
Aram Galstyan
73 publications
Omer Levy
63 publications
Katharina Kann
49 publications
Felix Hill
43 publications
Rahul Gupta
42 publications
Jason Phang
33 publications
Amanpreet Singh
26 publications

∙ 06/06/2023

Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction

Task-oriented dialogues often require agents to enact complex, multi-ste...

0 Julia White, et al. ∙

∙ 03/25/2022

On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations

Multiple metrics have been introduced to measure fairness in various nat...

0 Yang Trista Cao, et al. ∙

∙ 03/16/2022

Measuring Fairness of Text Classifiers via Prediction Sensitivity

With the rapid growth in language processing applications, fairness has ...

10 Satyapriya Krishna, et al. ∙

∙ 06/21/2021

Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification

Existing bias mitigation methods to reduce disparities in model outcomes...

13 Yada Pruksachatkun, et al. ∙

∙ 06/04/2021

CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes

Continuity of care is crucial to ensuring positive health outcomes for p...

0 James Mullenbach, et al. ∙

∙ 01/27/2021

BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation

Recent advances in deep learning techniques have enabled machines to gen...

5 Jwala Dhamala, et al. ∙

∙ 05/26/2020

English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too

Intermediate-task training has been shown to substantially improve pretr...

0 Jason Phang, et al. ∙

∙ 05/01/2020

Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?

While pretrained models such as BERT have shown large gains across natur...

0 Yada Pruksachatkun, et al. ∙

∙ 03/04/2020

jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models

We introduce jiant, an open source toolkit for conducting multitask and ...

0 Yada Pruksachatkun, et al. ∙

∙ 05/02/2019

SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems

In the last year, new models and methods for pretraining and transfer le...

4 Alex Wang, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world