#GeBNLP
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davdittrich.economicscience.net
#EconSky
Mind the Gap: Gender-based Differences in Occupational Embeddings

https://aclanthology.org/2025.gebnlp-1.7.pdf

"Across five state-of-the-art multilingual models and seven reference-set configurations, up to 82% of gendered pairs received divergent Top-5 suggestions. These 1/4
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aclanthology.org
October 7, 2025 at 5:00 PM
davdittrich.fediscience.org.ap.brid.gy
Mind the Gap: Gender-based Differences in Occupational Embeddings
https://aclanthology.org/2025.gebnlp-1.7.pdf
"Across five state-of-the-art multilingual models and seven reference-set configurations, up to 82% of gendered pairs received divergent Top-5 suggestions. These differences involved […]
Original post on fediscience.org
fediscience.org
October 7, 2025 at 4:18 PM
genderbiasnlp.bsky.social
Thank you to everyone who joined the GeBNLP Workshop at #ACL2025! ✨

To help us improve future events, please share your feedback in our anonymous 5-minute survey. Your perspective is needed!

📝 Survey Link: forms.gle/mXtZ4mWUGSBN...

#GeBNLP #NLP
Feedback form for the Workshop on Gender Bias in NLP (GeBNLP) @ ACL
Thank you for participating in the 6th Workshop on Gender Bias in NLP! Your feedback is incredibly valuable and will help us improve future events. This anonymous form should take less than 5 minutes ...
forms.gle
August 11, 2025 at 11:07 AM
genderbiasnlp.bsky.social
The Gender Bias in NLP workshop #ACL2025 is officially over, and we're buzzing with energy! ✨

A huge thank you to all our participants for a day packed with incredible discussions. You are the community we need 🙌

See you next time!

#GeBNLP #NLP
August 4, 2025 at 11:37 AM
genderbiasnlp.bsky.social
It's keynote time! 🎤

We're thrilled to have @MaartenSap at the #GeBNLP workshop, presenting on Responsible AI for Diverse Users and Cultures 🌐

📍Join us in Hall C or remote!

#NLP #ACL2025
August 1, 2025 at 2:11 PM
genderbiasnlp.bsky.social
Announcing our Honorable Mention🏅 #GeBNLP

Congratulations to Janiça Hackenbuchner, Joke Daems, and Eleni Gkovedarou for the paper GENDEROUS: Machine Translation and Cross-Linguistic Evaluation of a Gender-Ambiguous Dataset

Thank you to Janiça for the great presentation! 🌟

#ACL2025 #NLP
August 1, 2025 at 9:27 AM
genderbiasnlp.bsky.social
🏆 Announcing the Best Paper Award at #GeBNLP!

Huge congratulations to Tom Södahl Bladsjö and Ricardo Muñoz Sánchez for their paper: "Introducing MARB — A Dataset for Studying the Social Dimensions of Reporting Bias in Language Models."

#ACL2025 #NLP
August 1, 2025 at 9:11 AM
genderbiasnlp.bsky.social
@a-lauscher.bsky.social outlining the magic formula for fighting gender bias in NLP:

✨ critical thinking
✨ transparency
✨ interdisciplinarity
✨ community building

And we're putting that last point into practice right now! Come build community with us 🤝

#GeBNLP #NLP #ACL2025
August 1, 2025 at 7:57 AM
genderbiasnlp.bsky.social
🔴 LIVE NOW: The first keynote of the Gender Bias in NLP workshop!

@a-lauscher.bsky.social is telling A Fairy Tale of Gender in Language Technology.

#ACL2025 #GeBNLP #NLP
August 1, 2025 at 7:20 AM
genderbiasnlp.bsky.social
It's time! ⏰ Organizers are ready to kick off the Gender Bias in NLP Workshop #ACL2025. Join us for a day of talks, posters, and discussions!

🗓️ Today, August 1
🕘 9 AM - 6:15 PM
📍 Hall C

#GeBNLP #NLP
August 1, 2025 at 6:55 AM
chinasa.bsky.social
My latest work, “Examining the Cultural Encoding of Gender Bias in LLMs for Low-Resourced African Languages,” co-authored with Abigail Oppong and Hellina Nigatu, is now published at the Workshop on Gender Bias in Natural Language Processing at #ACL2025!

aclanthology.org/2025.gebnlp-...
Screenshot of paper on the ACL website with the title (Examining the Cultural Encoding of Gender Bias in LLMs for Low-Resourced African Languages) and abstract that reads: "Abstract Large Language Models (LLMs) are deployed in several aspects of everyday life. While the technology could have several benefits, like many socio-technical systems, it also encodes several biases. Trained on large, crawled datasets from the web, these models perpetuate stereotypes and regurgitate representational bias that is rampant in their training data. Languages encode gender in varying ways; some languages are grammatically gendered, while others do not. Bias in the languages themselves may also vary based on cultural, social, and religious contexts. In this paper, we investigate gender bias in LLMs by selecting two languages, Twi and Amharic. Twi is a non-gendered African language spoken in Ghana, while Amharic is a gendered language spoken in Ethiopia. Using these two languages on the two ends of the continent and their opposing grammatical gender system, we evaluate LLMs in three tasks: Machine Translation, Image Generation, and Sentence Completion. Our results give insights into the gender bias encoded in LLMs using two low-resourced languages and broaden the conversation on how culture and social structures play a role in disparate system performances."
July 30, 2025 at 8:16 PM
genderbiasnlp.bsky.social
The main #ACL2025 is ending, but the workshops are starting! 🗓️ Don't miss the Gender Bias in NLP workshop this Friday, August 1st. Hope to see you there!

📍 Hall C
⏲️ 09:00-18:15

#GeBNLP #NLP
July 30, 2025 at 2:41 PM
dippedrusk.com
I'm not at #ACL2025, but my student Elisa will be there presenting our work on LLMs' gender and country stereotypes in English, Spanish, and German, at the @genderbiasnlp.bsky.social workshop.
aclanthology.org/2025.gebnlp-...
Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs
Elisa Forcada Rodríguez, Olatz Perez-de-Vinaspre, Jon Ander Campos, Dietrich Klakow, Vagrant Gautam. Proceedings of the 6th Workshop on Gender Bias in Natural Language Processing (GeBNLP). 2025.
aclanthology.org
July 26, 2025 at 10:45 AM
lorenzoscottb.bsky.social
Paper: aclanthology.org/2025.gebnlp-...
Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain
Lorenzo Bertolini, Valentin Comte, Victoria Ruiz-Serra, Lia Orfei, Mario Ceresa. Proceedings of the 6th Workshop on Gender Bias in Natural Language Processing (GeBNLP). 2025.
aclanthology.org
July 25, 2025 at 4:39 PM
lorenzoscottb.bsky.social
I’ll be at #ACL2025NLP next week, with a paper for the #GeBNLP workshop!

In this work, we tested the ability of a task-level explainability method to trace biological-sex biases in medical image classification, using general and biomedical VLMs.

@aclmeeting.bsky.social @genderbiasnlp.bsky.social
July 25, 2025 at 4:39 PM
genderbiasnlp.bsky.social
We are thrilled to announce our keynote speakers for the 6th Workshop on Gender Bias in NLP @ #ACL2025!

Please join us in welcoming:
🔹Anne Lauscher @a-lauscher.bsky.social
🔹Maarten Sap @maartensap.bsky.social

Full details: gebnlp-workshop.github.io/keynotes.html
See you on August 1! ☀️
#NLP #GeBNLP
July 16, 2025 at 1:36 PM
genderbiasnlp.bsky.social
🚨 Just about 24 hours left to submit your papers to the GeBNLP Workshop! 🚨

CfP 👉 gebnlp-workshop.github.io/cfp.html

We're also still looking for reviewers! Sign up to review here: forms.gle/uo5GgVb5mwLt...

#NLProc #GeBNLP
Call For Papers
The 6th Workshop on Gender Bias in Natural Language Processing at ACL 2025.
gebnlp-workshop.github.io
April 18, 2025 at 10:32 AM
deboranozza.bsky.social
#GeBNLP deadline has been extended to April 18!
genderbiasnlp.bsky.social Gender Bias in NLP Workshop @genderbiasnlp.bsky.social · Feb 28
The 6th edition of the Gender Bias in Natural Language Processing (GeBNLP) workshop is happening at #ACL2025 in Vienna!

📢 Check out our Call for Papers! Find all the details on our website: gebnlp-workshop.github.io

We look forward to your submissions!
February 28, 2025 at 6:13 PM
genderbiasnlp.bsky.social
Great news! We've extended the direct submission deadline to *April 18*, giving you more time to prepare your submissions 🚀

Check the new deadlines on our webpage: gebnlp-workshop.github.io/cfp.html
Call For Papers
The 6th Workshop on Gender Bias in Natural Language Processing at ACL 2025.
gebnlp-workshop.github.io
February 28, 2025 at 6:08 PM
genderbiasnlp.bsky.social
The 6th edition of the Gender Bias in Natural Language Processing (GeBNLP) workshop is happening at #ACL2025 in Vienna!

📢 Check out our Call for Papers! Find all the details on our website: gebnlp-workshop.github.io

We look forward to your submissions!
February 28, 2025 at 6:04 PM
Very cool work, and a much-needed follow-up to the OpenAI names study! Would also like to share this work with @dippedrusk.com about the use of personal names in NLP: aclanthology.org/2024.gebnlp-... :)
Stop! In the Name of Flaws: Disentangling Personal Names and Sociodemographic Attributes in NLP
Vagrant Gautam, Arjun Subramonian, Anne Lauscher, Os Keyes. Proceedings of the 5th Workshop on Gender Bias in Natural Language Processing (GeBNLP). 2024.
aclanthology.org
February 21, 2025 at 6:40 AM
bezoku.bsky.social
Great workshop this summer for anyone studying bias, particularly gender bias, in #LLM

#langsky #NLProc #linguistics

gebnlp-workshop.github.io
index
The 6th Workshop on Gender Bias in Natural Language Processing at ACL 2025.
gebnlp-workshop.github.io
January 19, 2025 at 11:34 PM