Effective Controllable Bias Mitigation for Classification and Retrieval
using Gate Adapters

Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters

29 January 2024

Shahed Masoudian

Cornelia Volaucnik

Papers citing "Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters"

16 / 16 papers shown

Title
Natural Language Processing for Human Resources: A Survey Naoki Otani Nikita Bhutani Estevam R. Hruschka VLM 52 0 0 21 Oct 2024
Gradient-Based Constrained Sampling from Language Models Sachin Kumar Biswajit Paria Yulia Tsvetkov BDL 54 55 0 25 May 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics Lianhui Qin Sean Welleck Daniel Khashabi Yejin Choi AI4CE 74 147 0 23 Feb 2022
Sustainable Modular Debiasing of Language Models Anne Lauscher Tobias Lüken Goran Glavaš 85 120 0 08 Sep 2021
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers Navid Rekabsaz Simone Kopeinik Markus Schedl 26 60 0 28 Apr 2021
Attribute Alignment: Controlling Text Generation from Pre-trained Language Models Dian Yu Zhou Yu Kenji Sagae 31 37 0 20 Mar 2021
Diverse Adversaries for Mitigating Bias in Training Xudong Han Timothy Baldwin Trevor Cohn 18 62 0 25 Jan 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 229 140 0 23 Jan 2021
Tempered Sigmoid Activations for Deep Learning with Differential Privacy Nicolas Papernot Abhradeep Thakurta Shuang Song Steve Chien Ulfar Erlingsson AAML 165 179 0 28 Jul 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 86 1,211 0 28 May 2020
AdapterFusion: Non-Destructive Task Composition for Transfer Learning Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Kyunghyun Cho Iryna Gurevych CLL MoMe 106 837 0 01 May 2020
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 101 7,386 0 02 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 370 24,160 0 26 Jul 2019
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 293 26,241 0 05 Sep 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 74 924 0 22 May 2017
Quantifying Search Bias: Investigating Sources of Bias for Political Searches in Social Media Juhi Kulshrestha Motahhare Eslami Johnnatan Messias Muhammad Bilal Zafar Saptarshi Ghosh Krishna P. Gummadi Karrie Karahalios 36 223 0 05 Apr 2017