Computation and Written Language Workshop (at LREC 2026) Final Call for Papers

The Third Workshop on Computation and Written Language (CAWL 2026) will be held in conjunction with LREC 2026 as a half-day workshop on May 12th in Palma, on the island of Mallorca, Spain. The workshop will feature an invited talk, a tutorial on working with different writing systems, and posters and presentations for submitted work. Annual CAWL workshops are organized under the guidance of the ACL Special Interest Group on Writing Systems and Written Language (SIGWrit).

We welcome submissions of scientific papers to be presented at the workshop and archived in the ACL Anthology. Please see the submission guidelines below and see the workshop webpage (https://sigwrit.org/) for additional relevant information.

For the first time ever, CAWL will also feature a cash prize of $500 USD for the best student submission.

Topics

Most work in NLP focuses on language in its canonical written form. This has often led researchers to ignore the differences between written and spoken language or, worse, to conflate the two. Furthermore, methods for dealing with written language issues (e.g., various kinds of normalization or conversion) or for recognizing text input (e.g. OCR & handwriting recognition or text entry methods) are often regarded as precursors to NLP rather than as fundamental parts of the enterprise, despite the fact that most NLP methods rely centrally on representations derived from text rather than (spoken) language. This general lack of consideration of writing has led to much of the research on such topics to largely appear outside of ACL venues, in conferences or journals of neighboring fields such as speech technology (e.g., text normalization) or human-computer interaction (e.g., text entry).

This workshop will bring together researchers who are interested in the relationship between written and spoken language, the properties of written language, the ways in which writing systems encode language, and applications specifically focused on characteristics of writing systems. Topics of interest include but are not limited to:

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Writing systems for less-resourced, Indigenous, and minoritized languages -

Multi-writing system models -

Text entry and tokenization -

Processing abbreviations and homographs -

Grapheme-to-phoneme conversion, transliteration, and diacritization -

Text normalization for speech and for processing “informal'” genres of text -

Information-theoretic and machine-learning approaches to decipherment -

Optical character (incl. handwriting) recognition and historical document processing -

Orthography for unwritten languages -

Spelling error detection and correction -

Script normalization and encoding -

Writing system typology and its relevance to speech and language processing -

Properties of written language -

Applications specifically focused on characteristics of writing systems

Important dates (all deadlines anywhere-on-earth (AoE) time):

Paper submission deadline: February 20, 2026 Notification of acceptance: March 17, 2026 Camera-ready paper due: March 30, 2026 Workshop date: May 12, 2026

Submission Guidelines

Please submit short (4 page) or long (8 page) submissions in PDF format. Both short and long paper submissions will be reviewed in the same process. Authors should follow the formatting guidelines of LREC 2026, available in the authors’ kit (https://lrec2026.info/authors-kit/). Note that, as with the main conference, reviewing is double-anonymous, i.e., reviewers will not know author identity and vice versa, hence no author information should be included in the papers; self-reference that identifies the authors should be avoided or anonymised. Accepted papers will appear in the workshop proceedings in the ACL anthology.

Submissions will be accepted at https://softconf.com/lrec2026/CAWL/ between now and February 20, 2026.

For questions about the submission guidelines, please contact workshop organizers at cawl-2026-organizers@googlegroups.com.