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title: "Workshop on Language Technology for Equality, Diversity"
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# Workshop on Language Technology for Equality, Diversity, Inclusion 2026 — accepted papers

Workshop on Language Technology for Equality, Diversity, Inclusion 2026 is the 2026 edition of the Workshop on Language Technology for Equality, Diversity, Inclusion, held in Virtual (Online), July 2026 (publisher: Association for Computational Linguistics). The ACL Anthology lists 30 papers of it; our library holds 14 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Virtual (Online) · 🗓 July 2026

[**30** papers in the proceedings](#all) · [**14** works in our library](https://md.research.elamur.ai/free/en/venues/ltedi/2026/#works) · [**9** citations of these works](https://md.research.elamur.ai/free/en/venues/ltedi/2026/#works)

## All accepted papers (30)

The most cited first; 14 with our summary link to their page here, the others to the original.

1. **[Bring Your Own Prompts: Use-Case-Specific Bias and Fairness Evaluation for LLMs ↗](https://aclanthology.org/2026.ltedi-1.2/)**Dylan Bouchard*2 citations*
2. **[Behind the Laughter: Uncovering Gender Bias in Code-Mixed Bangla Memes ↗](https://aclanthology.org/2026.ltedi-1.1/)**Jannatul Ferdusi, Labanya Saha, Paria Chowdhury et al.
3. **[CAI@LTEDI 2026: Multilingual Gender Inclusive Language Generation using Instruction-Guided mT5 Transformer Model](https://md.research.elamur.ai/free/en/papers/nair-2026-cai-ltedi-2026-multilingual-gender/)**Aiswariya p Nair, Sree S Bhagya, Chinnu Jacob*our summary*
4. **[CuriousVectors@LT-EDI 2026: Detection of Homophobic and Transphobic Memes on Social Media Using a Hybrid Multimodal Approach ↗](https://aclanthology.org/2026.ltedi-1.15/)**Saloni Kushwaha, Jishnu Bandyopadhyay, Deepawali Sharma et al.
5. **[DLRG@LT-EDI 2026: Automating Counter-Narratives for Homophobic and Transphobic Comments](https://md.research.elamur.ai/free/en/papers/r-2026-dlrg-lt-edi-2026-automating/)**Ramesh Kannan R, Ratnavel Rajalakshmi*our summary*
6. **[Dual-Axis Compositional Contrastive Few-Shot Learning using Prototypes Across Linguistic and Semantic Dimensions for Indic Low-Resource Multilingual NLU](https://md.research.elamur.ai/free/en/papers/mitra-2026-dual-axis-compositional-contrastive-few/)**Kathakali Mitra, Sakshi Singh, Sree Nithish Reddy Gunapati et al.*our summary*
7. **[DuoNova@LTEDI 2026: Multilingual Span Detection and Counter-Narrative Generation on Homophobic and Transphobic Comments](https://md.research.elamur.ai/free/en/papers/s-2026-duonova-ltedi-2026-multilingual-span/)**Manasa S, Arohi Rawat, Anbukkarasi Sampath*our summary*
8. **[Equilibrium Dynamics and Mitigation of Gender Bias in Synthetically Generated Data ↗](https://aclanthology.org/2026.ltedi-1.4/)**Ashish Kattamuri, Arpita Vats, Harshwardhan Fartale et al.
9. **[Evaluating Direct Preference Optimization for Personalizing German Automatic Text Simplifications for Persons with Intellectual Disabilities ↗](https://aclanthology.org/2026.ltedi-1.5/)**Yingqiang Gao, Kaede Johnson, David Fröhlich et al.
10. **[Findings of Shared Task on Counter Narrative Generation on Homophobic and Transphobic Comments ↗](https://aclanthology.org/2026.ltedi-1.11/)**Prasanna Kumar Kumaresan, Praveen Prasannan, Tanay Singh et al.
11. **[From Form to Meaning: Interlingua Sense-Alignment of Offensive Language with LLMs](https://md.research.elamur.ai/free/en/papers/roussopoulou-2026-form-meaning-interlingua-sense-alignment/)**Maria Alexandra Roussopoulou, Stella Markantonatou*our summary*
12. **[GYAAN-SAHIT: A Persona-Driven Multi-Agent Framework for Caste-Based Hate Speech Detection ↗](https://aclanthology.org/2026.ltedi-1.7/)**Sakshi Gupta, Shunmuga Priya Muthusamy Chinnan, Saranya Rajiakodi et al.
13. **[I'm Sorry, but I Can't Help with Braille: Revealing Accessibility Failures in State-of-the-Art LLMs ↗](https://aclanthology.org/2026.ltedi-1.8/)**Abdullah
14. **[IHLC@LT-EDI 2026: Steering Toward Inclusivity - A Representation Engineering for Gender-Neutral Rewriting](https://md.research.elamur.ai/free/en/papers/p-2026-ihlc-lt-edi-2026-steering/)**Akhil Rajeev P, Manoj Balaji Jagadeeshan*our summary*
15. **[IReL_IIT(BHU)@LTEDI 2026: Fine-Tuning Instruction-Tuned Transformers for Gender-Inclusive Rewriting and Counterfactual Bias Mitigation ↗](https://aclanthology.org/2026.ltedi-1.20/)**Anurag Balaji, Arjun Mukherjee, Krishna Tewari et al.
16. **[Igniters@LTEDI 2026: Multilingual Gender-Inclusive Language Generation with mT5 and Counter-Narrative Generation Using Llama-3](https://md.research.elamur.ai/free/en/papers/s-2026-igniters-ltedi-2026-multilingual-gender/)**Rajendran S, Ramkumar N, Malarselvi R*our summary*
17. **[Insights from Multilingual Gender Inclusive Language Generation Shared Task ↗](https://aclanthology.org/2026.ltedi-1.12/)**Bharathi Raja Chakravarthi, Shunmuga Priya Muthusamy Chinnan, Paul Buitelaar et al.
18. **[JustGen@LT-EDI 2026: Controlled Gender Inclusive and Bias-Aware Language Generation using LLMs ↗](https://aclanthology.org/2026.ltedi-1.22/)**Nilendu Adhikary, Supriya Chanda, Sukomal Pal
19. **[JusticeBots@LT-EDI 2026: Prompt-Based Counter-Narrative Generation for Homophobia and Transphobia Comments](https://md.research.elamur.ai/free/en/papers/pranesh-2026-justicebots-lt-edi-2026-prompt/)**TT Pranesh, K.K.Thamizhmathi, S Vigneshwaran et al.*our summary*
20. **[MemeScouts@LT-EDI 2026: Asking the Right Questions - Prompted Weak Supervision for Meme Hate Speech Detection ↗](https://aclanthology.org/2026.ltedi-1.23/)**Ivo Bueno, Lea Hirlimann, Enkelejda Kasneci
21. **[Multimodal Transformer Framework for Multilingual Harmful Meme Classification](https://md.research.elamur.ai/free/en/papers/rajkumar-2026-multimodal-transformer-framework-multilingual-harmful/)**Charmathi Rajkumar, Malliga Subramanian, Bharathi Raja Chakravarthi*our summary*
22. **[NEUNI@LT-EDI 2026: Counter Narrative Generation on Homophobic and Transphobic Comments ↗](https://aclanthology.org/2026.ltedi-1.24/)**Preethi Gajawada, Bhanu Harsha Yanamadala, Akankshya Kar et al.
23. **[Overview of the Multimodal Homophobia and Transphobia Meme Classification Shared Task](https://md.research.elamur.ai/free/en/papers/ponnusamy-2026-overview-multimodal-homophobia-transphobia-meme/)**Kishore Kumar Ponnusamy, Bharathi Raja Chakravarthi, Mahesh Susaladi et al.*our summary*
24. **[RspectNLP@LT-EDI 2026:Rubric-Driven Prompting for Safe Multilingual Counter Narrative Generation](https://md.research.elamur.ai/free/en/papers/priya-2026-rspectnlp-lt-edi-2026-rubric/)**S.B.Priya, Bharathi B*our summary*
25. **[SAJI_English@LT-EDI 2026: Detection of Homophobia and Transphobia in Internet Memes Using Zero-Shot Learning ↗](https://aclanthology.org/2026.ltedi-1.26/)**Jishnu Bandyopadhyay, Saloni Kushwaha, Deepawali Sharma et al.

[See all 30 papers in Workshop on Language Technology for Equality, Diversity, Inclusion 2026 — accepted papers →](https://md.research.elamur.ai/free/en/venues/ltedi/2026/papers/)

## Papers with our summary in our library (14)

The most cited first (OpenAlex citations plus our library's).

1. **[IHLC@LT-EDI 2026: Steering Toward Inclusivity - A Representation Engineering for Gender-Neutral Rewriting](https://md.research.elamur.ai/free/en/papers/p-2026-ihlc-lt-edi-2026-steering/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**Akhil Rajeev P, Manoj Balaji Jagadeeshan*2026 · 1 citation*
2. **[JusticeBots@LT-EDI 2026: Prompt-Based Counter-Narrative Generation for Homophobia and Transphobia Comments](https://md.research.elamur.ai/free/en/papers/pranesh-2026-justicebots-lt-edi-2026-prompt/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**TT Pranesh, K.K.Thamizhmathi, S Vigneshwaran, et al.*2026 · 1 citation*
3. **[RspectNLP@LT-EDI 2026:Rubric-Driven Prompting for Safe Multilingual Counter Narrative Generation](https://md.research.elamur.ai/free/en/papers/priya-2026-rspectnlp-lt-edi-2026-rubric/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**S.B.Priya, Bharathi B*2026 · 1 citation*
4. **[DLRG@LT-EDI 2026: Automating Counter-Narratives for Homophobic and Transphobic Comments](https://md.research.elamur.ai/free/en/papers/r-2026-dlrg-lt-edi-2026-automating/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**Ramesh Kannan R, Ratnavel Rajalakshmi*2026 · 1 citation*
5. **[DuoNova@LTEDI 2026: Multilingual Span Detection and Counter-Narrative Generation on Homophobic and Transphobic Comments](https://md.research.elamur.ai/free/en/papers/s-2026-duonova-ltedi-2026-multilingual-span/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**Manasa S, Arohi Rawat, Anbukkarasi Sampath*2026 · 1 citation*
6. **[Igniters@LTEDI 2026: Multilingual Gender-Inclusive Language Generation with mT5 and Counter-Narrative Generation Using Llama-3](https://md.research.elamur.ai/free/en/papers/s-2026-igniters-ltedi-2026-multilingual-gender/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**Rajendran S, Ramkumar N, Malarselvi R*2026 · 1 citation*
7. **[SigJBS@LT-EDI 2026: Multimodal Homophobia and Transphobia Meme Classification](https://md.research.elamur.ai/free/en/papers/sinha-2026-sigjbs-lt-edi-2026-multimodal/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**Gaurangi Sinha, Rajarajeswari Palacharla, Manoj Balaji Jagadeeshan*2026 · 1 citation*
8. **[SigJBS@LT-EDI 2026: QLoRA-Tuned Homophobic and Transphobic Counter Narrative Generation](https://md.research.elamur.ai/free/en/papers/sinha-2026-sigjbs-lt-edi-2026-qlora/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**Gaurangi Sinha, Rajarajeswari Palacharla, Manoj Balaji Jagadeeshan*2026 · 1 citation*
9. **[TeamV at LT-EDI 2026: Multilingual Hate Speech Span Detection and Counter-Narrative Generation via Few-Shot In-Context Learning](https://md.research.elamur.ai/free/en/papers/ulli-2026-teamv-lt-edi-2026-multilingual/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**Vinay Babu Ulli, Jyoti Kumari*2026 · 1 citation*
10. **[Dual-Axis Compositional Contrastive Few-Shot Learning using Prototypes Across Linguistic and Semantic Dimensions for Indic Low-Resource Multilingual NLU](https://md.research.elamur.ai/free/en/papers/mitra-2026-dual-axis-compositional-contrastive-few/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**Kathakali Mitra, Sakshi Singh, Sree Nithish Reddy Gunapati, et al.*2026*
11. **[CAI@LTEDI 2026: Multilingual Gender Inclusive Language Generation using Instruction-Guided mT5 Transformer Model](https://md.research.elamur.ai/free/en/papers/nair-2026-cai-ltedi-2026-multilingual-gender/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**Aiswariya p Nair, Sree S Bhagya, Chinnu Jacob*2026*
12. **[Overview of the Multimodal Homophobia and Transphobia Meme Classification Shared Task](https://md.research.elamur.ai/free/en/papers/ponnusamy-2026-overview-multimodal-homophobia-transphobia-meme/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**Kishore Kumar Ponnusamy, Bharathi Raja Chakravarthi, Mahesh Susaladi, et al.*2026*
13. **[Multimodal Transformer Framework for Multilingual Harmful Meme Classification](https://md.research.elamur.ai/free/en/papers/rajkumar-2026-multimodal-transformer-framework-multilingual-harmful/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**Charmathi Rajkumar, Malliga Subramanian, Bharathi Raja Chakravarthi*2026*
14. **[From Form to Meaning: Interlingua Sense-Alignment of Offensive Language with LLMs](https://md.research.elamur.ai/free/en/papers/roussopoulou-2026-form-meaning-interlingua-sense-alignment/) [Workshop on Language Technology for Equality, Diversity, Inclusion](https://md.research.elamur.ai/free/en/venues/ltedi/)**Maria Alexandra Roussopoulou, Stella Markantonatou*2026*

## Top topics

Topics of its works in our library, with the number of works on each.

[Multilingual & cross-lingual NLP (7)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Bias, fairness & safety (4)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Vision & language (3)](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Sentiment & emotion (2)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Text generation (2)](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Machine translation (1)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Low-resource languages (1)](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/)

## Fields

[Computer Science (14)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (10)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Social Sciences (8)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Psychology (1)](https://md.research.elamur.ai/free/en/shelves/psychology/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Manoj Balaji Jagadeeshan**3 works here · 3 citations](https://md.research.elamur.ai/free/en/authors/manoj-balaji-jagadeeshan/) · [🧑‍🔬**Bharathi B**2 works here · 2 citations](https://md.research.elamur.ai/free/en/authors/bharathi-b/) · [🧑‍🔬**Gaurangi Sinha**2 works here · 2 citations](https://md.research.elamur.ai/free/en/authors/gaurangi-sinha/) · [🧑‍🔬**Rajarajeswari Palacharla**2 works here · 2 citations](https://md.research.elamur.ai/free/en/authors/rajarajeswari-palacharla/) · [🧑‍🔬**Bharathi Raja Chakravarthi**2 works here](https://md.research.elamur.ai/free/en/authors/bharathi-raja-chakravarthi/) · [🧑‍🔬**Jyoti Kumari**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/jyoti-kumari/) · [🧑‍🔬**K.K.Thamizhmathi**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/k-k-thamizhmathi/) · [🧑‍🔬**Ramesh Kannan R**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/ramesh-kannan-r/) · [🧑‍🔬**Ratnavel Rajalakshmi**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/ratnavel-rajalakshmi/) · [🧑‍🔬**S Vigneshwaran**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/s-vigneshwaran/) · [🧑‍🔬**S.B.Priya**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/s-b-priya/) · [🧑‍🔬**TT Pranesh**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/tt-pranesh/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Indian Institute of Technology Kharagpur** Kharagpur · India 3 works here](https://md.research.elamur.ai/free/en/universities/indian-institute-of-technology-kharagpur/) · [🎓**Texas A&M University** College Station · United States 2 works here](https://md.research.elamur.ai/free/en/universities/texas-a-m-university/) · [🎓**Manipal Academy of Higher Education** Manipal · India 1 work here](https://md.research.elamur.ai/free/en/universities/manipal-academy-of-higher-education/) · [🎓**Ollscoil na Gaillimhe – University of Galway** Galway · Ireland 1 work here](https://md.research.elamur.ai/free/en/universities/ollscoil-na-gaillimhe-university-of-galway/) · [🔬**Institute for Language and Speech Processing** Marousi · Greece 1 work here](https://md.research.elamur.ai/free/en/labs/institute-for-language-and-speech-processing/) · [🎓**Birla Institute of Technology and Science - Hyderabad Campus** Hyderabad · India 1 work here](https://md.research.elamur.ai/free/en/universities/birla-institute-of-technology-and-science-hyderabad-campus/) · [🔬**Athena Research and Innovation Center In Information Communication & Knowledge Technologies** Marousi · Greece 1 work here](https://md.research.elamur.ai/free/en/labs/athena-research-and-innovation-center-in-information-communication-knowledge/) · [🎓**Kerala University of Digital Sciences, Innovation and Technology** Thiruvananthapuram · India 1 work here](https://md.research.elamur.ai/free/en/universities/kerala-university-of-digital-sciences-innovation-and-technology/) · [🎓**Birla Institute of Technology and Science, Pilani** Pilāni · India 1 work here](https://md.research.elamur.ai/free/en/universities/birla-institute-of-technology-and-science-pilani/) · [🎓**University of Birmingham** Birmingham · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-birmingham/) · [🎓**Amrita Vishwa Vidyapeetham** Coimbatore · India 1 work here](https://md.research.elamur.ai/free/en/universities/amrita-vishwa-vidyapeetham/) · [🎓**Vellore Institute of Technology University** Vellore · India 1 work here](https://md.research.elamur.ai/free/en/universities/vellore-institute-of-technology-university/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [← previous Workshop on Language Technology for Equality, Diversity, Inclusion 2024](https://md.research.elamur.ai/free/en/venues/ltedi/2024/)
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