*Sixth Workshop on Language Technology for Equality, Diversity and
Inclusion (LT-EDI-2026)* at The 64th Annual Meeting of the Association for
Computational Linguistics (ACL) 2026 Place: San Diego, California, United
States
Link: https://sites.google.com/view/lt-edi-2026/home
Tagline: Towards Fair and Inclusive Language Technologies for All.
Call for Papers:
Following the success of the first five editions of the LTEDI 2026 workshop
(LDK 2025, EACL 2024, RANLP 2023, ACL 2022. EACL 2021), the workshop aims
to bring together researchers and practitioners working on NLP, LLMs and
other AI fields with social scientists and interdisciplinary researchers.
LT-EDI-2026 invites theoretical, empirical, and applied papers from the
Natural Language Processing (NLP), Artificial Intelligence (AI), and
interdisciplinary communities particularly those focusing on bias in
language technologies. Topics of interest include, but are not limited to:
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Datasets, and Benchmarks for Equality, Diversity, and Inclusion
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Construction and annotation of datasets for EDI, including
benchmarks for bias detection and mitigation.
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Compilation of resources curated for fairness, inclusivity,
and accessibility.
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Methodologies for annotating intersectional identities
(gender, race, disability, religion, sexual orientation, etc.).
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Bias Detection and Mitigation in LLMs
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Techniques for identifying, measuring, and mediating gender,
racial, disability, and other societal biases in NLP and LLMs.
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The impact of bias in deployed NLP/LLM systems
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Gender-neutral modeling and representational fairness in LLMs
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Detection and mitigation of intersectional biases including
gender, racial, gender identity, disability, and other
societal biases.
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Advances in bias mitigation in large language models:
in-context learning, prompt engineering, conditional
text generation, and
adversarial training.
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Inclusive Language and Counter-Narratives for LLMs
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Algorithms and resources for inclusive language generation
with LLMs.
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Counter-narrative modeling for combating toxicity, hate
speech, and misinformation targeting marginalized communities.
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Dialogue systems and multi-agent approaches that align with
inclusivity goals.
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Human-in-the-loop and participatory strategies for enhancing
inclusiveness.
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Multilingual and Multicultural Approaches for LLMs
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Multicultural and multilingual LLMs and approaches
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Speech and language recognition for minority and
under-resourced groups
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Code-mixed and cross-lingual approaches for inclusive
technologies
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Responsible, Explainable, and Trustworthy LLMs for EDI
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Detecting and mitigating hallucinations, misinformation, and
toxicity in LLM systems
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Explainable and trustworthy LLMs
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Evaluation frameworks incorporating ethics, accountability,
and transparency
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Direct paper submission deadline: March 5, 2026
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Pre-reviewed ARR commitment deadline: March 24, 2026
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Notification of acceptance: April 28, 2026
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Camera-ready paper due: May 12, 2026
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Pre-recorded video due (hard deadline): June 4, 2026
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Workshop dates: July 2-3, 2026
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