Mika Saari

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)Recommendation & Information Retrieval (1)

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Quan Zhou (1)Shahbaz Siddeeq (1)Pekka Abrahamsson (1)

Papers (1)

Sep 17, 2026

Quan Zhou +33w ago

A Closed-Loop Control Architecture for Reliable Constraint Satisfaction in LLM Text Generation

A closed-loop control architecture for a non-deterministic language model that must satisfy a numeric output constraint, that is, a requirement expressible as a number or an interval and checkable by code, is presented and evaluated.

Quan Zhou, Shahbaz Siddeeq, Mika Saari +1

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing Recommendation & Information Retrieval

Mika Saari

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

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Mika Saari

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)