Call For Papers

The BHASHA workshop aims to bring together researchers and practitioners working on datasets, benchmarks, resources, annotation, evaluation, and evaluation standards for Indian languages. We warmly encourage submissions from researchers, engineers, and language-technology practitioners who are actively working on resources, evaluation, and human-centric approaches for Indian languages. Please feel free to forward this CFP to interested colleagues and acquaintances who might be interested..

Topics

We solicit original, unpublished work on topics including (but not limited to):

  • Creation and evaluation of datasets/benchmarks for Indian languages
  • Annotation schemes, guidelines, and tooling for consistent labeling
  • Harmonization and standardization of formats and metrics across Indian languages
  • Resource collection, curation, and best practices for low-resource Indian languages
  • Language-specific modeling challenges (morphology, free word order, script issues)
  • Human-centric evaluation, fairness, accessibility, and usability studies
  • Cross-lingual transfer, multilingual models, and evaluation for Indian languages
  • Ethical, legal, and community-driven approaches to dataset creation and release
  • Methods for domain-specific tasks for India in Indian languages (e.g., in Healthcare, Law, Education)

We also invite submissions describing system reports, negative results, and position papers that advance the workshop goals.

Submission Instructions

You are requested to submit your research paper using the Direct Submission to BHASHA Workshop at OpenReview.net: https://openreview.net/group?id=aclweb.org/AACL-IJCNLP/2025/Workshop/BHASHA.

Peer-reviewed submissions are also accepted via ARR (ACL Rolling Review). Please follow the detailed instructions on the Submission page on the workshop website for the preferred format, anonymization policy, and templates. If you plan to submit a shared-task system paper, please follow the shared-task timeline and submission instructions available on the Shared Task page.

Shared Tasks

BHASHA includes two shared tasks, (1) IndicGEC 2025: Grammatical Error Detection and Correction for Indian languages, and (2) IndicWG 2025: Word Group Identification in Indian Languages. Details, task subtasks, and evaluation metrics (Macro-F1, GLEU) are available on the Shared Task page. Organizers encourage participants to join the shared task and submit system papers.

Non-archival Submission and Demos New

The BHASHA workshop invites authors who have already published works related to Indian languages to present their research at the workshop. These presentations will be non-archival, meaning that the original publication will retain its archival status and the work will not be republished in the workshop proceedings. Such submissions are intended to promote wider dissemination and discussion of existing contributions in the community.

In addition, we also welcome demos and tutorial submissions showcasing systems, tools, datasets, and applications developed for Indian languages. The demos and tutorials may be both archival or non-archival.

Submission instructions for the demos, tutorials and non-archival track will be updated soon.

Important Dates AoE
  • Release of shared tasks: August 18, 2025

  • Training data: September 2, 2025

  • Training data: September 13, 2025

  • Paper submission deadline (direct submission): September 25, 2025

  • Shared task submission: October 7, 2025

  • Shared task submission: October 15, 2025

  • Paper submission deadline (direct submission): October 10, 2025

  • ARR commitment deadline (if submitting via ARR): October 30, 2025

  • Notification of acceptance: November 5, 2025

  • Camera-ready due: November 15, 2025

Contact

If you have any problems or questions, please contact us via e-mail at: bhashaworkshop@gmail.com