A General Framework for Implicit and Explicit Debiasing of
Distributional Word Vector Spaces

A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces

13 September 2019

Simone Paolo Ponzetto

Papers citing "A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces"

12 / 12 papers shown

Title
Analyzing Correlations Between Intrinsic and Extrinsic Bias Metrics of Static Word Embeddings With Their Measuring Biases Aligned Taisei Katô Yusuke Miyao 19 0 0 14 Sep 2024
COBIAS: Assessing the Contextual Reliability of Bias Benchmarks for Language Models Priyanshul Govil Hemang Jain Vamshi Krishna Bonagiri Aman Chadha Ponnurangam Kumaraguru Manas Gaur Sanorita Dey 53 2 0 22 Feb 2024
Zero-Shot Robustification of Zero-Shot Models Dyah Adila Changho Shin Lin Cai Frederic Sala 38 18 0 08 Sep 2023
Back to the Future: On Potential Histories in NLP Zeerak Talat Anne Lauscher AI4TS 30 4 0 12 Oct 2022
Neural Contrastive Clustering: Fully Unsupervised Bias Reduction for Sentiment Classification Jared Mowery SSL 20 0 0 22 Apr 2022
Fair and Argumentative Language Modeling for Computational Argumentation Carolin Holtermann Anne Lauscher Simone Paolo Ponzetto 13 21 0 08 Apr 2022
Speciesist Language and Nonhuman Animal Bias in English Masked Language Models Masashi Takeshita Rafal Rzepka K. Araki 24 6 0 10 Mar 2022
Sustainable Modular Debiasing of Language Models Anne Lauscher Tobias Lüken Goran Glavas 55 120 0 08 Sep 2021
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models Soumya Barikeri Anne Lauscher Ivan Vulić Goran Glavas 45 178 0 07 Jun 2021
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei-Ye Zhao Goran Glavavs Maxime Peyrard Yang Gao Robert West Steffen Eger ELM 18 63 0 03 May 2020
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources Ivan Vulić Goran Glavas N. Mrksic Anna Korhonen 23 43 0 08 May 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 183 1,635 0 11 Oct 2017