Language technology practitioners as language managers: arbitrating data bias and predictive bias in ASR

25 February 2022

Papers citing "Language technology practitioners as language managers: arbitrating data bias and predictive bias in ASR"

18 / 18 papers shown

Title
Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research Bernard Koch Emily L. Denton A. Hanna J. Foster 113 150 0 03 Dec 2021
AI and the Everything in the Whole Wide World Benchmark Inioluwa Deborah Raji Emily M. Bender Amandalynne Paullada Emily L. Denton A. Hanna 89 314 0 26 Nov 2021
Towards Measuring Fairness in AI: the Casual Conversations Dataset C. Hazirbas Joanna Bitton Brian Dolhansky Jacqueline Pan Albert Gordo Cristian Canton Ferrer EGVM 91 93 0 06 Apr 2021
What Will it Take to Fix Benchmarking in Natural Language Understanding? Samuel R. Bowman George E. Dahl ELM ALM 68 164 0 05 Apr 2021
Data and its (dis)contents: A survey of dataset development and use in machine learning research Amandalynne Paullada Inioluwa Deborah Raji Emily M. Bender Emily L. Denton A. Hanna 129 529 0 09 Dec 2020
"What We Can't Measure, We Can't Understand": Challenges to Demographic Data Procurement in the Pursuit of Fairness Mckane Andrus Elena Spitzer Jeffrey Brown Alice Xiang 82 132 0 30 Oct 2020
WER we are and WER we think we are Piotr Szymañski Piotr Żelasko Mikolaj Morzy Adrian Szymczak Marzena Zyla-Hoppe Joanna Banaszczak Lukasz Augustyniak Jan Mizgajski Yishay Carmiel 66 46 0 07 Oct 2020
Targeting the Benchmark: On Methodology in Current Natural Language Processing Research David Schlangen 64 58 0 07 Jul 2020
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters Vineel Pratap Anuroop Sriram Paden Tomasello Awni Y. Hannun Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 79 143 0 06 Jul 2020
Black-box Adaptation of ASR for Accented Speech Kartik Khandelwal Preethi Jyothi Abhijeet Awasthi Sunita Sarawagi 35 10 0 24 Jun 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 159 1,257 0 28 May 2020
The State and Fate of Linguistic Diversity and Inclusion in the NLP World Pratik M. Joshi Sebastin Santy A. Budhiraja Kalika Bali Monojit Choudhury LMTD 138 857 0 20 Apr 2020
Language Technology Programme for Icelandic 2019-2023 Anna Björk Nikulásdóttir Jón Guðnason A. Ingason H. Loftsson Eiríkur Rögnvaldsson E. Sigurðsson Steinþór Steingrímsson 27 32 0 20 Mar 2020
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah H. Andrew Schwartz Dirk Hovy AI4CE 114 260 0 09 Nov 2019
Automatic Speech Recognition Services: Deaf and Hard-of-Hearing Usability Abraham Glasser 30 27 0 03 Sep 2019
Mitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices Manish Raghavan Solon Barocas Jon M. Kleinberg K. Levy MLAU FaML 92 531 0 21 Jun 2019
State-of-the-art Speech Recognition With Sequence-to-Sequence Models Chung-Cheng Chiu Tara N. Sainath Yonghui Wu Rohit Prabhavalkar Patrick Nguyen ... Katya Gonina Navdeep Jaitly Yue Liu J. Chorowski M. Bacchiani AI4TS 120 1,154 0 05 Dec 2017
The Microsoft 2017 Conversational Speech Recognition System Wayne Xiong Lingfeng Wu F. Alleva J. Droppo Xuedong Huang A. Stolcke 83 466 0 21 Aug 2017