Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model

4 June 2021

Papers citing "Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model"

19 / 19 papers shown

Title
Profiling Bias in LLMs: Stereotype Dimensions in Contextual Word Embeddings Carolin M. Schuster Maria-Alexandra Dinisor Shashwat Ghatiwala Georg Groh 119 1 0 25 Nov 2024
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias Marion Bartl Malvina Nissim Albert Gatt 69 125 0 27 Oct 2020
Six Attributes of Unhealthy Conversation Ilan Price Jordan Gifford-Moore Jory Flemming Saul Musker Maayan Roichman Guillaume Sylvain Nithum Thain Lucas Dixon Jeffrey Scott Sorensen 34 33 0 14 Oct 2020
CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models Nikita Nangia Clara Vania Rasika Bhalerao Samuel R. Bowman 111 679 0 30 Sep 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 155 1,236 0 28 May 2020
StereoSet: Measuring stereotypical bias in pretrained language models Moin Nadeem Anna Bethke Siva Reddy 99 997 0 20 Apr 2020
Generating Counter Narratives against Online Hate Speech: Data and Strategies Serra Sinem Tekiroğlu Yi-Ling Chung Marco Guerini 50 110 0 08 Apr 2020
The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word Embeddings Binny Mathew Sandipan Sikdar Florian Lemmerich M. Strohmaier 29 36 0 27 Jan 2020
Social Bias Frames: Reasoning about Social and Power Implications of Language Maarten Sap Saadia Gabriel Lianhui Qin Dan Jurafsky Noah A. Smith Yejin Choi 139 496 0 10 Nov 2019
CONAN -- COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech Yi-Ling Chung E. Kuzmenko Serra Sinem Tekiroğlu Marco Guerini 54 211 0 08 Oct 2019
A Benchmark Dataset for Learning to Intervene in Online Hate Speech Jing Qian Anna Bethke Yinyin Liu E. Belding-Royer William Yang Wang 40 220 0 10 Sep 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings Kawin Ethayarajh 83 870 0 02 Sep 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 98 449 0 18 Jun 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 83 307 0 03 Apr 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 96 599 0 25 Mar 2019
Advances in Pre-Training Distributed Word Representations Tomas Mikolov Edouard Grave Piotr Bojanowski Christian Puhrsch Armand Joulin AI4TS VLM 141 1,243 0 26 Dec 2017
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 213 2,663 0 25 Aug 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 105 3,133 0 21 Jul 2016
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 660 31,490 0 16 Jan 2013