Automatically Neutralizing Subjective Bias in Text

21 November 2019

Reid Pryzant

Richard Diehl Martinez

Nathan Dass

Sadao Kurohashi

Dan Jurafsky

Diyi Yang

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Papers citing "Automatically Neutralizing Subjective Bias in Text"

33 / 33 papers shown

Title
Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits Tuhin Chakrabarty Philippe Laban C. Wu 52 9 0 22 Sep 2024
Epistemological Bias As a Means for the Automated Detection of Injustices in Text Kenya Andrews Lamogha Chiazor 32 0 0 08 Jul 2024
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs Shang Zhou Feng Yao Chengyu Dong Zihan Wang Jingbo Shang 45 1 0 06 Jun 2024
The Point of View of a Sentiment: Towards Clinician Bias Detection in Psychiatric Notes Alissa A. Valentine L. Lepow L. Chan Alexander W. Charney Isotta Landi 30 0 0 31 May 2024
Detection and Positive Reconstruction of Cognitive Distortion sentences: Mandarin Dataset and Evaluation Shuya Lin Yuxiong Wang Jonathan Dong Shiguang Ni 39 1 0 24 May 2024
Polarity Calibration for Opinion Summarization Yuanyuan Lei Kaiqiang Song Sangwoo Cho Xiaoyang Wang Ruihong Huang Dong Yu 38 0 0 02 Apr 2024
DEFT: Data Efficient Fine-Tuning for Pre-Trained Language Models via Unsupervised Core-Set Selection Devleena Das Vivek Khetan 29 1 0 25 Oct 2023
NBIAS: A Natural Language Processing Framework for Bias Identification in Text Shaina Razaa Muskan Garg Deepak John Reji Syed Raza Bashir Chen Ding 42 45 0 03 Aug 2023
It's All Relative: Interpretable Models for Scoring Bias in Documents Aswin Suresh Chiamin Wu Matthias Grossglauser 23 0 0 16 Jul 2023
Emotion and Sentiment Guided Paraphrasing Justin J. Xie Ameeta Agrawal 14 2 0 08 Jun 2023
A Call for Standardization and Validation of Text Style Transfer Evaluation Phil Ostheimer Mayank Nagda Marius Kloft Sophie Fellenz 47 14 0 01 Jun 2023
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark Minje Choi Jiaxin Pei Sagar Kumar Chang Shu David Jurgens ALM LLMAG 35 69 0 24 May 2023
Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance Yue Zhang Leyang Cui Deng Cai Xinting Huang Tao Fang Wei Bi ALM 29 36 0 22 May 2023
Learning Interpretable Style Embeddings via Prompting LLMs Ajay Patel D. Rao Ansh Kothary Kathleen McKeown Chris Callison-Burch 37 24 0 22 May 2023
CoEdIT: Text Editing by Task-Specific Instruction Tuning Vipul Raheja Dhruv Kumar Ryan Koo Dongyeop Kang ALM 23 56 0 17 May 2023
Introducing MBIB -- the first Media Bias Identification Benchmark Task and Dataset Collection Martin Wessel Tomávs Horych Terry Ruas Akiko Aizawa Bela Gipp Timo Spinde 32 21 0 25 Apr 2023
LENS: A Learnable Evaluation Metric for Text Simplification Mounica Maddela Yao Dou David Heineman Wei-ping Xu 29 63 0 19 Dec 2022
Claim Optimization in Computational Argumentation Gabriella Skitalinskaya Maximilian Spliethover Henning Wachsmuth 30 7 0 17 Dec 2022
Exploiting Transformer-based Multitask Learning for the Detection of Media Bias in News Articles Timo Spinde Jan-David Krieger Terry Ruas Jelena Mitrović Franz Götz-Hahn Akiko Aizawa Bela Gipp 35 27 0 07 Nov 2022
arXivEdits: Understanding the Human Revision Process in Scientific Writing Chao Jiang Wei-ping Xu Samuel Stevens 30 21 0 26 Oct 2022
PEER: A Collaborative Language Model Timo Schick Jane Dwivedi-Yu Zhengbao Jiang Fabio Petroni Patrick Lewis Gautier Izacard Qingfei You Christoforos Nalmpantis Edouard Grave Sebastian Riedel ALM 50 93 0 24 Aug 2022
Inducing Positive Perspectives with Text Reframing Caleb Ziems Minzhi Li Anthony Zhang Diyi Yang DiffM 31 36 0 06 Apr 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 52 214 0 14 Jan 2022
CO-STAR: Conceptualisation of Stereotypes for Analysis and Reasoning Teyun Kwon Anandha Gopalan 27 2 0 01 Dec 2021
SS-BERT: Mitigating Identity Terms Bias in Toxic Comment Classification by Utilising the Notion of "Subjectivity" and "Identity Terms" Zhixue Zhao Ziqi Zhang F. Hopfgartner 24 5 0 06 Sep 2021
RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization Austin P. Wright Omar Shaikh Haekyu Park Will Epperson Muhammed Ahmed Stephane Pinel Duen Horng Chau Diyi Yang 17 21 0 08 Feb 2021
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach Ashish Sharma Inna Wanyin Lin Adam S. Miner David C. Atkins Tim Althoff AI4MH 25 139 0 19 Jan 2021
Cross-Loss Influence Functions to Explain Deep Network Representations Andrew Silva Rohit Chopra Matthew C. Gombolay TDI 21 15 0 03 Dec 2020
ABNIRML: Analyzing the Behavior of Neural IR Models Sean MacAvaney Sergey Feldman Nazli Goharian Doug Downey Arman Cohan 23 49 0 02 Nov 2020
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction Xinyao Ma Maarten Sap Hannah Rashkin Yejin Choi 38 73 0 26 Oct 2020
Text Editing by Command Felix Faltings Michel Galley Gerold Hintz Chris Brockett Chris Quirk Jianfeng Gao Bill Dolan KELM 147 37 0 24 Oct 2020
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task Marcin Junczys-Dowmunt Roman Grundkiewicz Shubha Guha Kenneth Heafield 33 192 0 16 Apr 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015