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Semantics derived automatically from language corpora contain human-like biases

25 August 2016

Papers citing "Semantics derived automatically from language corpora contain human-like biases"

50 / 512 papers shown

Title
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings Christine Basta Marta R. Costa-jussá Noe Casas 74 195 0 18 Apr 2019
What's in a Name? Reducing Bias in Bios without Access to Protected Attributes Alexey Romanov Maria De-Arteaga Hanna M. Wallach J. Chayes C. Borgs Alexandra Chouldechova S. Geyik K. Kenthapadi Anna Rumshisky Adam Tauman Kalai 75 81 0 10 Apr 2019
Gender Bias in Contextualized Word Embeddings Jieyu Zhao Tianlu Wang Mark Yatskar Ryan Cotterell Vicente Ordonez Kai-Wei Chang FaML 125 421 0 05 Apr 2019
Identifying and Reducing Gender Bias in Word-Level Language Models Shikha Bordia Samuel R. Bowman FaML 136 329 0 05 Apr 2019
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings Thomas Manzini Y. Lim Yulia Tsvetkov A. Black FaML 109 308 0 03 Apr 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 128 607 0 25 Mar 2019
Theories of Parenting and their Application to Artificial Intelligence S. Croeser P. Eckersley 11 10 0 14 Mar 2019
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them Hila Gonen Yoav Goldberg 140 571 0 09 Mar 2019
Copying Machine Learning Classifiers Irene Unceta Jordi Nin O. Pujol 96 18 0 05 Mar 2019
Contextual Word Representations: A Contextual Introduction Noah A. Smith 64 34 0 15 Feb 2019
Implicit Diversity in Image Summarization L. E. Celis Vijay Keswani 110 35 0 29 Jan 2019
Fairness in representation: quantifying stereotyping as a representational harm Mohsen Abbasi Sorelle A. Friedler C. Scheidegger Suresh Venkatasubramanian 64 51 0 28 Jan 2019
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting Maria De-Arteaga Alexey Romanov Hanna M. Wallach J. Chayes C. Borgs Alexandra Chouldechova S. Geyik K. Kenthapadi Adam Tauman Kalai 208 465 0 27 Jan 2019
Attenuating Bias in Word Vectors Sunipa Dev J. M. Phillips FaML 79 151 0 23 Jan 2019
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques Joel Escudé Font Marta R. Costa-jussá 82 170 0 10 Jan 2019
What are the biases in my word embedding? Nathaniel Swinger Maria De-Arteaga IV NeilThomasHeffernan Mark D. M. Leiserson Adam Tauman Kalai 82 104 0 20 Dec 2018
Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions Albert Haque Michelle Guo Adam S. Miner Li Fei-Fei 44 112 0 21 Nov 2018
Machine Decisions and Human Consequences Teresa Scantamburlo A. Charlesworth N. Cristianini FaML 50 21 0 16 Nov 2018
Deep Learning Predicts Hip Fracture using Confounding Patient and Healthcare Variables Giovanni Sutanto J. Zech Luke Oakden-Rayner Yevgen Chebotar Manway Liu William Gale M. McConnell Ankur Handa Thomas M. Snyder Dieter Fox AI4CE OOD 103 245 0 08 Nov 2018
The Frontiers of Fairness in Machine Learning Alexandra Chouldechova Aaron Roth FaML 205 416 0 20 Oct 2018
Identifying Bias in AI using Simulation Daniel J. McDuff R. Cheng Ashish Kapoor 58 22 0 30 Sep 2018
Focus Group on Artificial Intelligence for Health M. Salathé Thomas Wiegand M. Wenzel AI4MH 36 31 0 13 Sep 2018
RNNs as psycholinguistic subjects: Syntactic state and grammatical dependency Richard Futrell Ethan Gotlieb Wilcox Takashi Morita R. Levy 89 58 0 05 Sep 2018
Learning Gender-Neutral Word Embeddings Jieyu Zhao Yichao Zhou Zeyu Li Wei Wang Kai-Wei Chang FaML 135 417 0 29 Aug 2018
Reducing Gender Bias in Abusive Language Detection Ji Ho Park Jamin Shin Pascale Fung FaML 83 341 0 22 Aug 2018
Adversarial Removal of Demographic Attributes from Text Data Yanai Elazar Yoav Goldberg FaML 117 309 0 20 Aug 2018
Gender Bias in Neural Natural Language Processing Kaiji Lu Piotr (Peter) Mardziel Fangjing Wu Preetam Amancharla Anupam Datta 121 362 0 31 Jul 2018
Text Classification based on Multiple Block Convolutional Highways S. M. Rezaeinia A. Ghodsi R. Rahmani AI4TS 47 5 0 23 Jul 2018
Open the Black Box Data-Driven Explanation of Black Box Decision Systems D. Pedreschi F. Giannotti Riccardo Guidotti A. Monreale Luca Pappalardo Salvatore Ruggieri Franco Turini 116 38 0 26 Jun 2018
Contrastive Explanations with Local Foil Trees J. V. D. Waa M. Robeer J. Diggelen Matthieu J. S. Brinkhuis Mark Antonius Neerincx FAtt 79 82 0 19 Jun 2018
Biased Embeddings from Wild Data: Measuring, Understanding and Removing Adam Sutton Thomas Lansdall-Welfare N. Cristianini 63 23 0 16 Jun 2018
Right for the Right Reason: Training Agnostic Networks Sen Jia Thomas Lansdall-Welfare N. Cristianini FaML 58 26 0 16 Jun 2018
History Playground: A Tool for Discovering Temporal Trends in Massive Textual Corpora Thomas Lansdall-Welfare N. Cristianini 42 12 0 04 Jun 2018
Explaining Explanations: An Overview of Interpretability of Machine Learning Leilani H. Gilpin David Bau Ben Z. Yuan Ayesha Bajwa Michael A. Specter Lalana Kagal XAI 126 1,873 0 31 May 2018
Neural language representations predict outcomes of scientific research James P. Bagrow Daniel Berenberg Josh Bongard 20 0 0 17 May 2018
Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems S. Kiritchenko Saif M. Mohammad FaML 86 442 0 11 May 2018
Gender Bias in Coreference Resolution Rachel Rudinger Jason Naradowsky Brian Leonard Benjamin Van Durme 108 646 0 25 Apr 2018
First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis Julio C. S. Jacques Junior Yağmur Güçlütürk Marco A. Pérez Umut Gucclu Umut Güçlü ... Hugo Jair Escalante Isabelle M Guyon Marcel van Gerven R. Lier Sergio Escalera 102 72 0 21 Apr 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez Kai-Wei Chang 141 946 0 18 Apr 2018
Generating Clues for Gender based Occupation De-biasing in Text Nishtha Madaan Gautam Singh S. Mehta Aditya Chetan Brihi Joshi AI4CE 55 4 0 11 Apr 2018
Universal Sentence Encoder Daniel Cer Yinfei Yang Sheng-yi Kong Nan Hua Nicole Limtiaco ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 521 1,908 0 29 Mar 2018
Reinforcement Learning for Fair Dynamic Pricing Roberto Maestre Juan Ramón Duque Alberto Rubio Juan Arévalo 39 33 0 27 Mar 2018
The Geometry of Culture: Analyzing Meaning through Word Embeddings Austin C. Kozlowski Matt Taddy James A. Evans 60 392 0 25 Mar 2018
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 312 2,212 0 23 Mar 2018
Explanation Methods in Deep Learning: Users, Values, Concerns and Challenges Gabrielle Ras Marcel van Gerven W. Haselager XAI 116 220 0 20 Mar 2018
Fair and Diverse DPP-based Data Summarization L. E. Celis Vijay Keswani D. Straszak Amit Deshpande Tarun Kathuria Nisheeth K. Vishnoi 93 122 0 12 Feb 2018
Semantic projection: recovering human knowledge of multiple, distinct object features from word embeddings Gabriel Grand I. Blank Francisco Câmara Pereira Evelina Fedorenko 54 27 0 05 Feb 2018
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers Fred Hohman Minsuk Kahng Robert S. Pienta Duen Horng Chau OOD HAI 103 541 0 21 Jan 2018
Exploring Stereotypes and Biased Data with the Crowd Zeyuan Hu Julia Strout HAI 56 5 0 10 Jan 2018
Always Lurking: Understanding and Mitigating Bias in Online Human Trafficking Detection K. Hundman Thamme Gowda Mayank Kejriwal Benedikt Boecking 56 21 0 03 Dec 2017