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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
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models Ian Tenney James Wexler Jasmijn Bastings Tolga Bolukbasi Andy Coenen ... Ellen Jiang Mahima Pushkarna Carey Radebaugh Emily Reif Ann Yuan VLM 130 196 0 12 Aug 2020
Assessing Demographic Bias in Named Entity Recognition Shubhanshu Mishra Sijun He Luca Belli 59 47 0 08 Aug 2020
Discovering and Categorising Language Biases in Reddit Xavier Ferrer Aran Tom van Nuenen Jose Such Natalia Criado 39 49 0 06 Aug 2020
Defining and Evaluating Fair Natural Language Generation C. Yeo A. Chen 80 24 0 28 Jul 2020
Towards Debiasing Sentence Representations Paul Pu Liang Irene Li Emily Zheng Y. Lim Ruslan Salakhutdinov Louis-Philippe Morency 103 242 0 16 Jul 2020
Cultural Cartography with Word Embeddings Dustin S. Stoltz Marshall A. Taylor 57 39 0 09 Jul 2020
OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings Sunipa Dev Tao Li J. M. Phillips Vivek Srikumar 114 55 0 30 Jun 2020
Adversarial Learning for Debiasing Knowledge Graph Embeddings Mario Arduini Lorenzo Noci Federico Pirovano Ce Zhang Yash Raj Shrestha B. Paudel FaML 68 35 0 29 Jun 2020
MDR Cluster-Debias: A Nonlinear WordEmbedding Debiasing Pipeline Yuhao Du K. Joseph 34 3 0 20 Jun 2020
Two Simple Ways to Learn Individual Fairness Metrics from Data Debarghya Mukherjee Mikhail Yurochkin Moulinath Banerjee Yuekai Sun FaML 92 97 0 19 Jun 2020
Group-Fair Online Allocation in Continuous Time Semih Cayci Swati Gupta A. Eryilmaz FaML 63 20 0 11 Jun 2020
Disparate Impact of Artificial Intelligence Bias in Ridehailing Economy's Price Discrimination Algorithms Akshat Pandey Aylin Caliskan 71 12 0 08 Jun 2020
Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases W. Guo Aylin Caliskan 59 245 0 06 Jun 2020
ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries Autumn Toney Aylin Caliskan 73 23 0 06 Jun 2020
Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings Vaibhav Kumar Tenzin Singhay Bhotia Vaibhav Kumar Tanmoy Chakraborty CVBM 84 46 0 02 Jun 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 159 1,261 0 28 May 2020
CausaLM: Causal Model Explanation Through Counterfactual Language Models Amir Feder Nadav Oved Uri Shalit Roi Reichart CML LRM 161 162 0 27 May 2020
Embeddings-Based Clustering for Target Specific Stances: The Case of a Polarized Turkey Ammar Rashed Mucahid Kutlu Kareem Darwish Tamer Elsayed Cansin Bayrak 79 53 0 19 May 2020
(Re)construing Meaning in NLP Sean Trott Tiago Timponi Torrent Nancy Chang Nathan Schneider AI4CE 48 30 0 18 May 2020
Studying the Transfer of Biases from Programmers to Programs Christian Johansen Tore Pedersen Johanna Johansen 16 7 0 17 May 2020
Mitigating Gender Bias in Machine Learning Data Sets Susan Leavy G. Meaney Karen Wade Derek Greene FaML 52 37 0 14 May 2020
Personalized Chatbot Trustworthiness Ratings Biplav Srivastava F. Rossi Sheema Usmani Mariana Bernagozzi 39 20 0 13 May 2020
Deep Learning for Political Science Kakia Chatsiou Slava Jankin AI4CE 68 13 0 13 May 2020
Towards Robustifying NLI Models Against Lexical Dataset Biases Xiang Zhou Joey Tianyi Zhou 64 58 0 10 May 2020
Cyberbullying Detection with Fairness Constraints O. Gencoglu 93 49 0 09 May 2020
Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words Josef Klafka Allyson Ettinger 85 43 0 04 May 2020
On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs Adina Williams Ryan Cotterell Lawrence Wolf-Sonkin Damián E. Blasi Hanna M. Wallach 82 19 0 03 May 2020
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation Tianlu Wang Xi Lin Nazneen Rajani Bryan McCann Vicente Ordonez Caimng Xiong CVBM 256 57 0 03 May 2020
Social Biases in NLP Models as Barriers for Persons with Disabilities Ben Hutchinson Vinodkumar Prabhakaran Emily L. Denton Kellie Webster Yu Zhong Stephen Denuyl 83 314 0 02 May 2020
Multi-Dimensional Gender Bias Classification Emily Dinan Angela Fan Ledell Yu Wu Jason Weston Douwe Kiela Adina Williams FaML 88 124 0 01 May 2020
Do Neural Ranking Models Intensify Gender Bias? Navid Rekabsaz Markus Schedl 65 58 0 01 May 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 135 221 0 01 May 2020
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting Guanhua Zhang Bing Bai Junqi Zhang Kun Bai Conghui Zhu Tiejun Zhao 103 71 0 29 Apr 2020
When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? K. Joseph Jonathan H. Morgan 55 27 0 25 Apr 2020
StereoSet: Measuring stereotypical bias in pretrained language models Moin Nadeem Anna Bethke Siva Reddy 103 1,027 0 20 Apr 2020
Automatically Characterizing Targeted Information Operations Through Biases Present in Discourse on Twitter Autumn Toney Akshat Pandey W. Guo David A. Broniatowski Aylin Caliskan 47 3 0 18 Apr 2020
Unsupervised Discovery of Implicit Gender Bias Anjalie Field Yulia Tsvetkov 92 49 0 17 Apr 2020
REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets Angelina Wang Alexander Liu Ryan Zhang Anat Kleiman Leslie Kim Dora Zhao Iroha Shirai Arvind Narayanan Olga Russakovsky 89 191 0 16 Apr 2020
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection Shauli Ravfogel Yanai Elazar Hila Gonen Michael Twiton Yoav Goldberg 156 388 0 16 Apr 2020
Compass-aligned Distributional Embeddings for Studying Semantic Differences across Corpora Federico Bianchi Valerio Di Carlo P. Nicoli M. Palmonari 35 7 0 13 Apr 2020
"You are grounded!": Latent Name Artifacts in Pre-trained Language Models Vered Shwartz Rachel Rudinger Oyvind Tafjord 55 51 0 06 Apr 2020
Machine learning as a model for cultural learning: Teaching an algorithm what it means to be fat Alina Arseniev-Koehler J. Foster 84 49 0 24 Mar 2020
Joint Multiclass Debiasing of Word Embeddings Radovan Popović Florian Lemmerich M. Strohmaier FaML 76 6 0 09 Mar 2020
Deconfounded Image Captioning: A Causal Retrospect Xu Yang Hanwang Zhang Jianfei Cai CML 79 126 0 09 Mar 2020
A Framework for the Computational Linguistic Analysis of Dehumanization Julia Mendelsohn Yulia Tsvetkov Dan Jurafsky 160 94 0 06 Mar 2020
Fair Adversarial Networks G. Cevora 46 4 0 23 Feb 2020
Measuring Social Biases in Grounded Vision and Language Embeddings Candace Ross Boris Katz Andrei Barbu 103 65 0 20 Feb 2020
Word Embeddings Inherently Recover the Conceptual Organization of the Human Mind Victor Swift 21 0 0 06 Feb 2020
Do I Look Like a Criminal? Examining how Race Presentation Impacts Human Judgement of Recidivism Keri Mallari K. Quinn Paul Johns Sarah Tan Divya Ramesh Ece Kamar FaML 68 30 0 04 Feb 2020
Text-based inference of moral sentiment change Jing Yi Xie Renato Ferreira Pinto Junior Graeme Hirst Yang Xu 59 32 0 20 Jan 2020