TurkuNLP Research Seminar - From Portable Memory to Adaptive Memory: Building Reusable Memory Interfaces for Large Language Models by Mingyuan Li.

A look back at 2025–2026: papers at NeurIPS, COLM, EMNLP and ACL, the FINe-Health Foundry project, FineOPUS, the junior researchers I work with, and the community events we organized.

Distilling the essence of human language into artificial intelligence.

A reader-first memory interface that selectively admits generated memory around a direct Engram reference pathway.

We study cross-model frozen-memory transfer, showing that target-side readers can extract and align representations across model architectures and tokenizers.

Job openings for PhD and Postdoc researchers, and an Entrepreneurial Postdoc at ELLIS Institute Finland in Autumn 2026.

TurkuNLP Research Seminar - Cross-Cultural Reasoning in Large Language Models by Md Mohsinul Kabir.

Job openings for Doctoral Researcher and Postdoctoral Researcher in Foundation Health Models at the University of Turku and ELLIS Institute Finland.

Graphs are data structures used to represent irregular networks and are prevalent in numerous real-world applications. Previous methods directly model graph structures and achieve significant success....

Introducing the MaLA suite: a 74B-token corpus spanning 939 languages, a 136B pre-training mix, and the EMMA-500 model optimized for massively multilingual adaptation.

Job openings for Doctoral Researcher and Postdoctoral Researcher in Foundation Health Models at the University of Turku and ELLIS Institute Finland.

HAIF is co-funded by European Union’s Horizon Europe research and innovation programme’s Marie Skłodowska-Curie Action.

The Department of Computing is looking for one Postdoctoral Researcher and two Doctoral Researchers to join a research group of ELLIS PI, Assistant Professor Shaoxiong Ji. You will be working alongsid...