Second Call for Papers: The 7th Workshop on Gender Bias in NLP (GeBNLP 2026)

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Second Call for Papers: The 7th Workshop on Gender Bias in NLP (GeBNLP =
2026)   =20
5th AACL & 15th IJCNLP, November 9, 2026
Hengqin, China     (Remote-only mode)      =20
About the Workshop
The GeBNLP workshop <https://gebnlp-workshop.github.io/> serves as a =
leading venue for the study, evaluation, and mitigation of gender bias =
in natural language processing. As large language models (LLMs) become =
foundational to recent NLP applications, addressing how these systems =
represent and affect different genders, alongside intersecting =
demographic axes such as race, ethnicity, nationality, religion, and =
ability, remains a critical challenge for the AI community. While =
foundational progress has been made in algorithmic debiasing and =
balanced data collection, recent large-scale evaluations reveal that =
state-of-the-art models continue to exhibit persistent stereotypes and =
confidence disparities across intersectional identities (Siddique et =
al., 2024; Savoldi et al., 2024). Our workshop serves as a =
multidisciplinary bridge, enabling researchers to define shared =
standards for tasks and metrics that ensure technical advancements are =
deeply rooted in the social and ethical realities of systemic harm (Dai =
et al., 2024).

Topics of Interest
We invite submissions on a wide range of topics related to gender bias =
in NLP, including but not limited to:

Measurement and Evaluation: New metrics and datasets for quantifying =
bias in LLMs, MT, and multimodal systems.
Mitigation Strategies: Technical approaches to debiasing (e.g., =
fine-tuning, adapter-based methods, or prompting strategies).
Multilingual and Cross-Cultural Perspectives: Bias in low-resource =
languages or non-Western cultural contexts.
Intersectionality: Research exploring how gender bias intersects with =
race, disability, age, or nationality.
Ethical and Legal Frameworks: Policy implications and the =
"Human-in-the-loop" role in auditing AI systems.

Authors are encouraged to go beyond binary gender definitions and =
discuss how their work addresses the complexity of intersecting =
stereotypes and the diverse demographic contexts involved.

Submission Guidelines
Long Papers are up to 8 pages and short Papers are up to 4 pages =
(excluding references and appendix).
Non-Archival Submissions: Authors may opt for non-archival submission, =
allowing work of standard conference quality to be presented without =
being published in the official proceedings.
Submission Link =
<https://openreview.net/group?id=3Daclweb.org/AACL-IJCNLP/2026/Workshop/Ge=
BNLP_Direct_Submission> (Blind submission is required)

Important Dates
Paper Submission Deadline: Wednesday, September 2, 2026
Pre-reviewed (ARR) submission deadline: Tuesday, September 29, 2026
Notification of Acceptance: Friday, October 2, 2026
Camera-Ready Version Due: Monday, October 12, 2026
Workshop Date: Monday, November 9, 2026

Organizers
Giuseppe Attanasio, Instituto de Telecomunica=C3=A7=C3=B5es, Lisbon
Christine Basta, Alexandria University & HiTZ, University of the Basque
Agnieszka Fale=C5=84ska, University of Stuttgart
Vera Neplenbroek, University of Amsterdam
Debora Nozza, Bocconi University
Karolina Sta=C5=84czak, ETH AI Center, Zurich
Marta R. Costa-juss=C3=A0, FAIR, Meta
Christian Hardmeier =
<https://www.linkedin.com/in/ACoAABSOopUB6XvolRQqI6UWAi0yorvyB1w75aY>, =
IT university of Copenhagen=20
References
Dai, Y., Gu, H., Wang, Y. and Wang, X., 2024, November. Mitigate =
extrinsic social bias in pre-trained language models via continuous =
prompts adjustment. In Proceedings of the 2024 conference on empirical =
methods in natural language processing (pp. 11068-11083).

Siddique, Z., Turner, L. and Anke, L.E., 2024, November. Who is better =
at math, jenny or jingzhen? uncovering stereotypes in large language =
models. In Proceedings of the 2024 Conference on Empirical Methods in =
Natural Language Processing (pp. 18601-18619).

Savoldi, B., Papi, S., Negri, M., Guerberof-Arenas, A. and Bentivogli, =
L., 2024, November. What the harm? quantifying the tangible impact of =
gender bias in machine translation with a human-centered study. In =
Proceedings of the 2024 Conference on Empirical Methods in Natural =
Language Processing (pp. 18048-18076).



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<html aria-label=3D"message body"><head><meta http-equiv=3D"content-type" =
content=3D"text/html; charset=3Dutf-8"></head><body =
style=3D"overflow-wrap: break-word; -webkit-nbsp-mode: space; =
line-break: after-white-space;"><span =
id=3D"docs-internal-guid-2b45cc85-7fff-c90f-773d-dfc2ff0d089d"><font =
face=3D"Times New Roman"><h2 dir=3D"ltr" style=3D"line-height: 1.38; =
margin-top: 18pt; margin-bottom: 4pt;"><span style=3D"font-size: 17pt; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Second Call for Papers: The 7th Workshop on Gender Bias in =
NLP (GeBNLP 2026</span><span style=3D"font-size: 16pt; font-weight: 400; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">) </span><span style=3D"font-size: 16pt; font-weight: 400; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">&nbsp;&nbsp;&nbsp;</span></h2><h2 dir=3D"ltr" =
style=3D"line-height: 1.38; margin-top: 18pt; margin-bottom: 4pt;"><span =
style=3D"font-size: 16pt; font-weight: 400; white-space: pre-wrap; =
text-indent: 36pt;">5th AACL &amp; 15th IJCNLP, November 9, =
2026</span></h2><h2 dir=3D"ltr" style=3D"line-height: 1.38; margin-top: =
18pt; margin-bottom: 4pt;"><span style=3D"font-size: 11pt; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Hengqin, China &nbsp; &nbsp; </span><span style=3D"font-size: =
11pt; font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">(Remote-only mode)</span><span style=3D"font-size: 11pt; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</span></h2><h3 =
dir=3D"ltr" style=3D"line-height: 1.38; margin-top: 14pt; margin-bottom: =
4pt;"><span style=3D"font-size: 14pt; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">About the =
Workshop</span></h3><p dir=3D"ltr" style=3D"line-height: 1.38; =
margin-top: 12pt; margin-bottom: 12pt;"><span style=3D"font-size: =
14px;"><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">The </span><a =
href=3D"https://gebnlp-workshop.github.io/" style=3D"text-decoration: =
none;"><span style=3D"color: rgb(17, 85, 204); font-weight: 700; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; text-decoration-line: underline; =
text-decoration-skip-ink: none; vertical-align: baseline; white-space: =
pre-wrap;">GeBNLP workshop</span></a><span =
style=3D"font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;"> serves as a leading venue for the study, evaluation, and =
mitigation of gender bias in natural language processing. As large =
language models (LLMs) become foundational to recent NLP applications, =
addressing how these systems represent and affect different genders, =
alongside intersecting demographic axes such as race, ethnicity, =
nationality, religion, and ability, remains a critical challenge for the =
AI community. While foundational progress has been made in algorithmic =
debiasing and balanced data collection, recent large-scale evaluations =
reveal that state-of-the-art models continue to exhibit persistent =
stereotypes and confidence disparities across intersectional identities =
(Siddique et al., 2024; Savoldi et al., 2024). Our workshop serves as a =
multidisciplinary bridge, enabling researchers to define shared =
standards for tasks and metrics that ensure technical advancements are =
deeply rooted in the social and ethical realities of systemic harm (Dai =
et al., 2024).</span></span></p><h3 dir=3D"ltr" style=3D"line-height: =
1.38; margin-top: 14pt; margin-bottom: 4pt;"><span style=3D"font-size: =
14pt; font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Topics of Interest</span></h3><p dir=3D"ltr" =
style=3D"line-height: 1.38; margin-top: 12pt; margin-bottom: =
12pt;"><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap; font-size: 14px;">We =
invite submissions on a wide range of topics related to gender bias in =
NLP, including but not limited to:</span></p><ul style=3D"margin-top: =
0px; margin-bottom: 0px; padding-inline-start: 48px;"><li dir=3D"ltr" =
aria-level=3D"1" style=3D"list-style-type: disc; font-variant-ligatures: =
normal; font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre;"><p dir=3D"ltr" =
role=3D"presentation" style=3D"line-height: 1.38; margin-top: 12pt; =
margin-bottom: 0pt;"><span style=3D"font-size: 14px;"><span =
style=3D"font-weight: 700; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Measurement and =
Evaluation:</span><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;"> New metrics and =
datasets for quantifying bias in LLMs, MT, and multimodal =
systems.</span></span></p></li><li dir=3D"ltr" aria-level=3D"1" =
style=3D"list-style-type: disc; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre;"><p dir=3D"ltr" =
role=3D"presentation" style=3D"line-height: 1.38; margin-top: 0pt; =
margin-bottom: 0pt;"><span style=3D"font-size: 14px;"><span =
style=3D"font-weight: 700; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Mitigation =
Strategies:</span><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;"> Technical approaches =
to debiasing (e.g., fine-tuning, adapter-based methods, or prompting =
strategies).</span></span></p></li><li dir=3D"ltr" aria-level=3D"1" =
style=3D"list-style-type: disc; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre;"><p dir=3D"ltr" =
role=3D"presentation" style=3D"line-height: 1.38; margin-top: 0pt; =
margin-bottom: 0pt;"><span style=3D"font-size: 14px;"><span =
style=3D"font-weight: 700; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Multilingual and =
Cross-Cultural Perspectives:</span><span style=3D"font-variant-ligatures: =
normal; font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;"> Bias in low-resource =
languages or non-Western cultural contexts.</span></span></p></li><li =
dir=3D"ltr" aria-level=3D"1" style=3D"list-style-type: disc; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre;"><p dir=3D"ltr" role=3D"presentation" style=3D"line-height: 1.38; =
margin-top: 0pt; margin-bottom: 0pt;"><span style=3D"font-size: =
14px;"><span style=3D"font-weight: 700; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: =
pre-wrap;">Intersectionality:</span><span style=3D"font-variant-ligatures:=
 normal; font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;"> Research exploring =
how gender bias intersects with race, disability, age, or =
nationality.</span></span></p></li><li dir=3D"ltr" aria-level=3D"1" =
style=3D"list-style-type: disc; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre;"><p dir=3D"ltr" =
role=3D"presentation" style=3D"line-height: 1.38; margin-top: 0pt; =
margin-bottom: 12pt;"><span style=3D"font-size: 14px;"><span =
style=3D"font-weight: 700; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Ethical and Legal =
Frameworks:</span><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;"> Policy implications =
and the "Human-in-the-loop" role in auditing AI =
systems.</span></span></p></li></ul><p dir=3D"ltr" style=3D"line-height: =
1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style=3D"font-weight: =
700; font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap; font-size: 14px;">Authors are encouraged to go beyond binary =
gender definitions and discuss how their work addresses the complexity =
of intersecting stereotypes and the diverse demographic contexts =
involved.</span></p><h3 dir=3D"ltr" style=3D"line-height: 1.38; =
margin-top: 14pt; margin-bottom: 4pt;"><span style=3D"font-size: 14pt; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Submission Guidelines</span></h3><ul style=3D"margin-top: =
0px; margin-bottom: 0px; padding-inline-start: 48px;"><li dir=3D"ltr" =
aria-level=3D"1" style=3D"list-style-type: disc; font-variant-ligatures: =
normal; font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre;"><p dir=3D"ltr" =
role=3D"presentation" style=3D"line-height: 1.38; margin-top: 12pt; =
margin-bottom: 0pt;"><span style=3D"font-size: 14px;"><span =
style=3D"font-weight: 700; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Long Papers =
</span><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">are</span><span =
style=3D"font-weight: 700; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;"> </span><span =
style=3D"font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">up to 8 pages and </span><span style=3D"font-weight: 700; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">short Papers </span><span style=3D"font-variant-ligatures: =
normal; font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">are up to 4 pages =
(excluding references and appendix).</span></span></p></li><li dir=3D"ltr"=
 aria-level=3D"1" style=3D"list-style-type: disc; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre;"><p dir=3D"ltr" role=3D"presentation" style=3D"line-height: 1.38; =
margin-top: 0pt; margin-bottom: 0pt;"><span style=3D"font-size: =
14px;"><span style=3D"font-weight: 700; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Non-Archival =
Submissions</span><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">: Authors may opt for =
</span><span style=3D"font-weight: 700; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">non-archival =
submission</span><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">, allowing work of =
standard conference quality to be presented without being published in =
the official proceedings.</span></span></p></li><li dir=3D"ltr" =
aria-level=3D"1" style=3D"list-style-type: disc; font-weight: 700; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre;"><p dir=3D"ltr" role=3D"presentation" style=3D"line-height: 1.38; =
margin-top: 0pt; margin-bottom: 12pt;"><span style=3D"font-size: =
14px;"><a =
href=3D"https://openreview.net/group?id=3Daclweb.org/AACL-IJCNLP/2026/Work=
shop/GeBNLP_Direct_Submission" style=3D"text-decoration: none;"><span =
style=3D"color: rgb(17, 85, 204); font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
text-decoration-line: underline; text-decoration-skip-ink: none; =
vertical-align: baseline; white-space: pre-wrap;">Submission =
Link</span></a><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;"> (</span><span =
style=3D"font-weight: 400; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Blind submission is =
required</span><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: =
pre-wrap;">)</span></span></p></li></ul><h3 dir=3D"ltr" =
style=3D"line-height: 1.38; margin-top: 14pt; margin-bottom: 4pt;"><span =
style=3D"font-size: 14pt; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Important =
Dates</span></h3><ul style=3D"margin-top: 0px; margin-bottom: 0px; =
padding-inline-start: 48px;"><li dir=3D"ltr" aria-level=3D"1" =
style=3D"list-style-type: disc; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre;"><p dir=3D"ltr" =
role=3D"presentation" style=3D"line-height: 1.38; margin-top: 12pt; =
margin-bottom: 0pt;"><span style=3D"font-size: 14px;"><span =
style=3D"font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;"><b>Paper Submission Deadline</b>:</span><span style=3D"color: =
rgb(255, 0, 0); font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;"> </span><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Wednesday, September =
2, 2026</span></span></p></li><li dir=3D"ltr" aria-level=3D"1" =
style=3D"list-style-type: disc; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre;"><p dir=3D"ltr" =
role=3D"presentation" style=3D"line-height: 1.38; margin-top: 0pt; =
margin-bottom: 0pt;"><span style=3D"font-size: 14px;"><span =
style=3D"font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;"><b>Pre-reviewed (ARR) submission deadline</b>:</span><span =
style=3D"font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;"> </span><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Tuesday, September 29, =
2026</span></span></p></li><li dir=3D"ltr" aria-level=3D"1" =
style=3D"list-style-type: disc; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre;"><p dir=3D"ltr" =
role=3D"presentation" style=3D"line-height: 1.38; margin-top: 0pt; =
margin-bottom: 0pt;"><span style=3D"font-size: 14px;"><span =
style=3D"font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;"><b>Notification of Acceptance</b>:</span><span =
style=3D"font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;"> </span><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Friday, October 2, =
2026</span></span></p></li><li dir=3D"ltr" aria-level=3D"1" =
style=3D"list-style-type: disc; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre;"><p dir=3D"ltr" =
role=3D"presentation" style=3D"line-height: 1.38; margin-top: 0pt; =
margin-bottom: 0pt;"><span style=3D"font-size: 14px;"><span =
style=3D"font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;"><b>Camera-Ready Version Due</b>:</span><span =
style=3D"font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;"> </span><span style=3D"font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Monday, October 12, =
2026</span></span></p></li><li dir=3D"ltr" aria-level=3D"1" =
style=3D"list-style-type: disc; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre;"><p dir=3D"ltr" =
role=3D"presentation" style=3D"line-height: 1.38; margin-top: 0pt; =
margin-bottom: 12pt;"><span style=3D"font-size: 14px;"><span =
style=3D"font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;"><b>Workshop Date</b>:</span><span =
style=3D"font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;"> Monday, November 9, 2026</span></span><span =
style=3D"font-size: 12pt; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: =
pre-wrap;"><br></span></p></li></ul><p dir=3D"ltr" style=3D"line-height: =
1.656; text-align: justify; margin-top: 0pt; margin-bottom: 0pt;"><span =
style=3D"font-size: 14pt; font-weight: 700; font-variant-ligatures: =
normal; font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: =
pre-wrap;">Organizers</span></p><p dir=3D"ltr" style=3D"line-height: =
1.656; text-align: justify; margin-top: 0pt; margin-bottom: 0pt;"><span =
style=3D"font-size: 14px;"><span style=3D"color: rgb(51, 51, 51); =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Giuseppe Attanasio, </span><span style=3D"color: rgb(51, 51, =
51); font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Instituto de Telecomunica=C3=A7=C3=B5es, =
Lisbon</span></span></p><p dir=3D"ltr" style=3D"line-height: 1.656; =
text-align: justify; margin-top: 0pt; margin-bottom: 0pt;"><span =
style=3D"font-size: 14px;"><span style=3D"color: rgb(51, 51, 51); =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Christine Basta, </span><span style=3D"color: rgb(51, 51, =
51); font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Alexandria University &amp; HiTZ, University of the =
Basque</span></span></p><p dir=3D"ltr" style=3D"line-height: 1.656; =
text-align: justify; margin-top: 0pt; margin-bottom: 0pt;"><span =
style=3D"font-size: 14px;"><span style=3D"color: rgb(51, 51, 51); =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Agnieszka Fale=C5=84ska, </span><span style=3D"color: rgb(51, =
51, 51); font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">University of Stuttgart</span></span></p><p dir=3D"ltr" =
style=3D"line-height: 1.656; text-align: justify; margin-top: 0pt; =
margin-bottom: 0pt;"><span style=3D"font-size: 14px;"><span =
style=3D"color: rgb(51, 51, 51); font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Vera Neplenbroek, =
</span><span style=3D"color: rgb(51, 51, 51); font-variant-ligatures: =
normal; font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">University of =
Amsterdam</span></span></p><p dir=3D"ltr" style=3D"line-height: 1.656; =
text-align: justify; margin-top: 0pt; margin-bottom: 0pt;"><span =
style=3D"font-size: 14px;"><span style=3D"color: rgb(51, 51, 51); =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Debora Nozza, </span><span style=3D"color: rgb(51, 51, 51); =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Bocconi University</span></span></p><p dir=3D"ltr" =
style=3D"line-height: 1.656; text-align: justify; margin-top: 0pt; =
margin-bottom: 0pt;"><span style=3D"font-size: 14px;"><span =
style=3D"color: rgb(51, 51, 51); font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Karolina =
Sta=C5=84czak</span><span style=3D"color: rgb(51, 51, 51); =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">, ETH AI Center, Zurich</span></span></p><p dir=3D"ltr" =
style=3D"line-height: 1.656; text-align: justify; margin-top: 0pt; =
margin-bottom: 0pt;"><span style=3D"font-size: 14px;"><span =
style=3D"color: rgb(51, 51, 51); font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Marta R. Costa-juss=C3=A0=
, </span><span style=3D"color: rgb(51, 51, 51); font-variant-ligatures: =
normal; font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">FAIR, =
Meta</span></span></p><p dir=3D"ltr" style=3D"line-height: 1.656; =
text-align: justify; margin-top: 0pt; margin-bottom: 0pt; padding: 0pt =
0pt 10pt;"><span style=3D"font-size: 14px;"><a =
href=3D"https://www.linkedin.com/in/ACoAABSOopUB6XvolRQqI6UWAi0yorvyB1w75a=
Y" style=3D"text-decoration: none;"><span style=3D"color: rgb(51, 51, =
51); font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Christian Hardmeier</span></a><span style=3D"color: rgb(51, =
51, 51); font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">, IT university of Copenhagen&nbsp;</span></span></p><h3 =
dir=3D"ltr" style=3D"line-height: 1.38; margin-top: 0pt; margin-bottom: =
4pt;"><span style=3D"font-size: 18.666666px; text-align: justify; =
white-space: pre-wrap;">References</span></h3><p dir=3D"ltr" =
style=3D"line-height: 1.38; margin-top: 12pt; margin-bottom: =
12pt;"><span style=3D"font-size: 14px;"><span style=3D"color: rgb(34, =
34, 34); background-color: rgb(255, 255, 255); font-variant-ligatures: =
normal; font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Dai, Y., Gu, H., Wang, =
Y. and Wang, X., 2024, November. Mitigate extrinsic social bias in =
pre-trained language models via continuous prompts adjustment. In =
</span><span style=3D"color: rgb(34, 34, 34); background-color: rgb(255, =
255, 255); font-style: italic; font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;">Proceedings of the =
2024 conference on empirical methods in natural language =
processing</span><span style=3D"color: rgb(34, 34, 34); =
background-color: rgb(255, 255, 255); font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;"> (pp. =
11068-11083).</span></span></p><p dir=3D"ltr" style=3D"line-height: =
1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style=3D"font-size: =
14px;"><span style=3D"color: rgb(34, 34, 34); background-color: rgb(255, =
255, 255); font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Siddique, Z., Turner, L. and Anke, L.E., 2024, November. Who =
is better at math, jenny or jingzhen? uncovering stereotypes in large =
language models. In </span><span style=3D"color: rgb(34, 34, 34); =
background-color: rgb(255, 255, 255); font-style: italic; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Proceedings of the 2024 Conference on Empirical Methods in =
Natural Language Processing</span><span style=3D"color: rgb(34, 34, 34); =
background-color: rgb(255, 255, 255); font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;"> (pp. =
18601-18619).</span></span></p><p dir=3D"ltr" style=3D"line-height: =
1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style=3D"font-size: =
14px;"><span style=3D"color: rgb(34, 34, 34); background-color: rgb(255, =
255, 255); font-variant-ligatures: normal; font-variant-alternates: =
normal; font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Savoldi, B., Papi, S., Negri, M., Guerberof-Arenas, A. and =
Bentivogli, L., 2024, November. What the harm? quantifying the tangible =
impact of gender bias in machine translation with a human-centered =
study. In </span><span style=3D"color: rgb(34, 34, 34); =
background-color: rgb(255, 255, 255); font-style: italic; =
font-variant-ligatures: normal; font-variant-alternates: normal; =
font-variant-numeric: normal; font-variant-east-asian: normal; =
font-variant-position: normal; vertical-align: baseline; white-space: =
pre-wrap;">Proceedings of the 2024 Conference on Empirical Methods in =
Natural Language Processing</span><span style=3D"color: rgb(34, 34, 34); =
background-color: rgb(255, 255, 255); font-variant-ligatures: normal; =
font-variant-alternates: normal; font-variant-numeric: normal; =
font-variant-east-asian: normal; font-variant-position: normal; =
vertical-align: baseline; white-space: pre-wrap;"> (pp. =
18048-18076).</span></span></p></font></span><br =
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