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Assessing Demographic Bias in Named Entity Recognition

Assessing Demographic Bias in Named Entity Recognition

8 August 2020
Shubhanshu Mishra
Sijun He
Luca Belli
ArXiv (abs)PDFHTML

Papers citing "Assessing Demographic Bias in Named Entity Recognition"

22 / 22 papers shown
Toward Socially Aware Vision-Language Models: Evaluating Cultural Competence Through Multimodal Story Generation
Toward Socially Aware Vision-Language Models: Evaluating Cultural Competence Through Multimodal Story Generation
Arka Mukherjee
Shreya Ghosh
VLM
184
2
0
22 Aug 2025
Augmenting NER Datasets with LLMs: Towards Automated and Refined Annotation
Augmenting NER Datasets with LLMs: Towards Automated and Refined Annotation
Yuji Naraki
Ryosuke Yamaki
Yoshikazu Ikeda
Takafumi Horie
Kotaro Yoshida
Ryotaro Shimizu
Hiroki Naganuma
452
2
0
03 Jan 2025
Knowledge Prompting: How Knowledge Engineers Use Large Language Models
Knowledge Prompting: How Knowledge Engineers Use Large Language ModelsJournal of Web Semantics (JWS), 2024
Elisavet Koutsiana
Johanna Walker
Michelle Nwachukwu
Albert Meroño-Peñuela
Elena Simperl
230
1
0
02 Aug 2024
Beyond Binary Gender Labels: Revealing Gender Biases in LLMs through
  Gender-Neutral Name Predictions
Beyond Binary Gender Labels: Revealing Gender Biases in LLMs through Gender-Neutral Name Predictions
Zhiwen You
Haejin Lee
Shubhanshu Mishra
Sullam Jeoung
Apratim Mishra
Jinseok Kim
Jana Diesner
270
21
0
07 Jul 2024
Extrinsic Evaluation of Cultural Competence in Large Language Models
Extrinsic Evaluation of Cultural Competence in Large Language Models
Shaily Bhatt
Fernando Diaz
ELMEGVM
401
20
0
17 Jun 2024
Automated Testing and Improvement of Named Entity Recognition Systems
Automated Testing and Improvement of Named Entity Recognition Systems
Boxi Yu
Yi-Nuo Hu
Qiuyang Mang
Wen-Ying Hu
Pinjia He
294
15
0
14 Aug 2023
Examining risks of racial biases in NLP tools for child protective
  services
Examining risks of racial biases in NLP tools for child protective servicesConference on Fairness, Accountability and Transparency (FAccT), 2023
Anjalie Field
Amanda Coston
Nupoor Gandhi
Alexandra Chouldechova
Emily Putnam-Hornstein
David Steier
Yulia Tsvetkov
258
23
0
30 May 2023
Alt-Text with Context: Improving Accessibility for Images on Twitter
Alt-Text with Context: Improving Accessibility for Images on TwitterInternational Conference on Learning Representations (ICLR), 2023
Nikita Srivatsan
Sofia Samaniego
Omar U. Florez
Taylor Berg-Kirkpatrick
316
9
0
24 May 2023
In the Name of Fairness: Assessing the Bias in Clinical Record
  De-identification
In the Name of Fairness: Assessing the Bias in Clinical Record De-identificationConference on Fairness, Accountability and Transparency (FAccT), 2023
Yuxin Xiao
S. Lim
Tom Pollard
Marzyeh Ghassemi
281
20
0
18 May 2023
Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting
Crowdsourcing on Sensitive Data with Privacy-Preserving Text RewritingLaw (LAW), 2023
Nina Mouhammad
Johannes Daxenberger
Benjamin Schiller
Ivan Habernal
238
6
0
06 Mar 2023
A Comprehensive Study of Gender Bias in Chemical Named Entity
  Recognition Models
A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Xingmeng Zhao
A. Niazi
Anthony Rios
280
3
0
24 Dec 2022
#maskUp: Selective Attribute Encryption for Sensitive Vocalization for
  English language on Social Media Platforms
#maskUp: Selective Attribute Encryption for Sensitive Vocalization for English language on Social Media Platforms
Supriti Vijay
Aman Priyanshu
255
0
0
16 Nov 2022
TweetNERD -- End to End Entity Linking Benchmark for Tweets
TweetNERD -- End to End Entity Linking Benchmark for TweetsNeural Information Processing Systems (NeurIPS), 2022
Shubhanshu Mishra
Aman Saini
Raheleh Makki
Sneha Mehta
A. Haghighi
A. Mollahosseini
144
14
0
14 Oct 2022
Robust Candidate Generation for Entity Linking on Short Social Media
  Texts
Robust Candidate Generation for Entity Linking on Short Social Media Texts
Liam Hebert
Raheleh Makki
Shubhanshu Mishra
H. Saghir
Anush Kamath
Yuval Merhav
156
9
0
14 Oct 2022
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs
Angelie Kraft
Ricardo Usbeck
KELM
258
14
0
07 Oct 2022
DramatVis Personae: Visual Text Analytics for Identifying Social Biases
  in Creative Writing
DramatVis Personae: Visual Text Analytics for Identifying Social Biases in Creative Writing
Md. Naimul Hoque
Bhavya Ghai
Niklas Elmqvist
235
21
0
01 Sep 2022
NERDA-Con: Extending NER models for Continual Learning -- Integrating
  Distinct Tasks and Updating Distribution Shifts
NERDA-Con: Extending NER models for Continual Learning -- Integrating Distinct Tasks and Updating Distribution Shifts
Supriti Vijay
Aman Priyanshu
CLL
258
5
0
28 Jun 2022
Behind the Mask: Demographic bias in name detection for PII masking
Behind the Mask: Demographic bias in name detection for PII masking
Courtney Mansfield
Amandalynne Paullada
Kristen Howell
130
14
0
09 May 2022
CTM -- A Model for Large-Scale Multi-View Tweet Topic Classification
CTM -- A Model for Large-Scale Multi-View Tweet Topic ClassificationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Vivek Kulkarni
Kenny Leung
A. Haghighi
BDLVLMAI4TS
172
5
0
03 May 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual
  Role Reversal
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role ReversalFindings (Findings), 2022
Umang Gupta
Jwala Dhamala
Varun Kumar
Apurv Verma
Yada Pruksachatkun
Satyapriya Krishna
Rahul Gupta
Kai-Wei Chang
Greg Ver Steeg
Aram Galstyan
237
61
0
23 Mar 2022
NL-Augmenter: A Framework for Task-Sensitive Natural Language
  Augmentation
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation
Kaustubh D. Dhole
Varun Gangal
Sebastian Gehrmann
Aadesh Gupta
Zhenhao Li
...
Tianbao Xie
Usama Yaseen
Michael A. Yee
J. Zhang
Yue Zhang
491
99
0
06 Dec 2021
Image Cropping on Twitter: Fairness Metrics, their Limitations, and the
  Importance of Representation, Design, and Agency
Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency
Kyra Yee
U. Tantipongpipat
Shubhanshu Mishra
292
55
0
18 May 2021
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