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Reusable Templates and Guides For Documenting Datasets and Models for
  Natural Language Processing and Generation: A Case Study of the HuggingFace
  and GEM Data and Model Cards

Reusable Templates and Guides For Documenting Datasets and Models for Natural Language Processing and Generation: A Case Study of the HuggingFace and GEM Data and Model Cards

16 August 2021
Angelina McMillan-Major
Salomey Osei
Juan Diego Rodriguez
Pawan Sasanka Ammanamanchi
Sebastian Gehrmann
Yacine Jernite
ArXivPDFHTML

Papers citing "Reusable Templates and Guides For Documenting Datasets and Models for Natural Language Processing and Generation: A Case Study of the HuggingFace and GEM Data and Model Cards"

9 / 9 papers shown
Title
What's documented in AI? Systematic Analysis of 32K AI Model Cards
What's documented in AI? Systematic Analysis of 32K AI Model Cards
Weixin Liang
Nazneen Rajani
Xinyu Yang
Ezinwanne Ozoani
Eric Wu
Yiqun Chen
D. Smith
James Y. Zou
39
15
0
07 Feb 2024
On the Readiness of Scientific Data for a Fair and Transparent Use in
  Machine Learning
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning
Joan Giner-Miguelez
Abel Gómez
Jordi Cabot
18
0
0
18 Jan 2024
OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering
  Evaluation on Real Objects
OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering Evaluation on Real Objects
Isabella Liu
Ling-Hao Chen
Ziyang Fu
Liwen Wu
Haian Jin
...
Chin Ming Ryan Wong
Yi Tian Xu
R. Ramamoorthi
Zexiang Xu
Hao Su
3DV
25
18
0
14 Sep 2023
Accountability in an Algorithmic Society: Relationality, Responsibility,
  and Robustness in Machine Learning
Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning
A. Feder Cooper
Emanuel Moss
Benjamin Laufer
Helen Nissenbaum
MLAU
24
85
0
10 Feb 2022
SynthBio: A Case Study in Human-AI Collaborative Curation of Text
  Datasets
SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets
Ann Yuan
Daphne Ippolito
Vitaly Nikolaev
Chris Callison-Burch
Andy Coenen
Sebastian Gehrmann
SyDa
104
20
0
11 Nov 2021
Datasets: A Community Library for Natural Language Processing
Datasets: A Community Library for Natural Language Processing
Quentin Lhoest
Albert Villanova del Moral
Yacine Jernite
A. Thakur
Patrick von Platen
...
Thibault Goehringer
Victor Mustar
François Lagunas
Alexander M. Rush
Thomas Wolf
24
580
0
07 Sep 2021
Automatic Construction of Evaluation Suites for Natural Language
  Generation Datasets
Automatic Construction of Evaluation Suites for Natural Language Generation Datasets
Simon Mille
Kaustubh D. Dhole
Saad Mahamood
Laura Perez-Beltrachini
Varun Gangal
Mihir Kale
Emiel van Miltenburg
Sebastian Gehrmann
ELM
34
22
0
16 Jun 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and
  Metrics
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
Sebastian Gehrmann
Tosin P. Adewumi
Karmanya Aggarwal
Pawan Sasanka Ammanamanchi
Aremu Anuoluwapo
...
Nishant Subramani
Wei-ping Xu
Diyi Yang
Akhila Yerukola
Jiawei Zhou
VLM
246
285
0
02 Feb 2021
Disembodied Machine Learning: On the Illusion of Objectivity in NLP
Disembodied Machine Learning: On the Illusion of Objectivity in NLP
Zeerak Talat
Smarika Lulz
Joachim Bingel
Isabelle Augenstein
94
51
0
28 Jan 2021
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