Introducing the free Solo plan for EllfYou can now use Ellf for free! The plan is designed for solo developers and includes all features and coding agent integration, with a data-private cluster running on your local machine.
ellf-templatesOct 29, 2026Project templates for end-to-end NLP workflows, set up and adapted to your use case by your coding agent
Ellf: our new tool for agentic NLP developmentEllf gives your coding assistant like Claude Code superpowers for solving NLP problems and a platform to execute data-centric projects, automated annotation and more.
Atomic NLPAn applied NLP methodology inspired by Atomic Design: building reliable language understanding systems out of small, composable components instead of one big model and a prompt.
Building Multimodal Corpora Using Microtask Pipelines and Local AnnotatorsHotti, Vázquez, Jokipohja, Kalliokoski, Paakki, Suviranta, Hiippala (2026)To create the infrastructure needed for supporting this effort, we repurpose an existing commercial annotation tool, Prodigy, which we then enhance with additional components for combining the annotation tasks into pipelines, cross-validating the annotations and supporting annotator access to tasks.
The ultimate guide to optimizing annotation workflowsThis blog post collects tips and advice for how to build efficient human-in-the-loop data development workflows, break down business problems into actionable annotation steps and make the most of automation and model assistance.
Building AI with AIPyCon Ireland KeynoteAI-powered coding assistants have transformed the way we build software, and AI itself. In this talk, Ines shows why we should use LLMs to build systems instead of as systems, and why code is more important than ever, not less.
Applied NLP in the Age of Generative AI: Future-Proof Strategies for Banking and FinanceECONDAT KeynoteA modern approach and mindset for building future-proof NLP pipelines in-house, focusing on use cases from banking, finance and economics.
