Dear all,
The 32nd International Conference on Computational Linguistics (COLING
2027) will take place in Macau, China, May 9-14 2027. COLING 2027
Industry Track invites expression of interest from eligible reviewers
and Area Chairs to join our Program Committee.
As in previous years, the Industry Track will provide the opportunity
to highlight key insights and new research challenges that arise from
the development and deployment of real-world applications using
language technologies. Relevant areas include system design,
efficiency, maintainability, and scalability of real-world
applications, with topics including but not limited to:
Benchmarks and methods for improving latency and efficiency of systems, including cost, latency, and efficiency of LLM/LM training and inference at scale
Continuous maintenance and improvement of deployed systems, including longitudinal studies of AI/NLP systems in production (performance drift, maintenance burden, and lifecycle management)
Enabling infrastructure for large-scale deployment
Human-in-the-loop approaches to application development
Implementation at speed, scale, or low-cost
System combinations
Evaluation, testing, and quality-assurance requirements and procedures for LLM-based components
Data and model governance procedures for deployed systems, including versioning strategies, lineage, access control, auditing, and compliance
Citizen-facing systems and public services, including challenges from multilingual, procurement and regulatory constraints
If you would like to join the PC, please submit your application via
https://forms.gle/BDsNxuddSCRqrbnE7 by October 15th.