Alexander Koller
Alexander Koller wrote 2 of the papers Mova reads, in 2017–2026, most of them on Machine translation; often with Christoph Teichmann, Ji-Ung Lee, Johannes Gontrum.
OpenAlex · ORCID · h-index 28 · 3304 citations · 239 works — openalex, 2026-10-18
Topics: Machine translation 2
Papers
- AuthorMix: Modular Authorship Style Transfer via Layer-wise Adapter Mixing (2026)
AuthorMix trains one LoRA adapter for each of about ten high-resource authors. For a new low-resource target, it mixes these adapters with scalar weights, learned per layer with reinforcement learning (GRPO), using the joint style and meaning score of a few target examples as reward. The base model and adapters stay… - Alto: Rapid Prototyping for Parsing and Translation (2017)
Alto is an open-source toolkit for grammar formalisms. It is built on Interpreted Regular Tree Grammars (IRTGs). A regular tree grammar produces derivation trees, and each interpretation maps a derivation tree through a homomorphism into a term over an algebra, such as strings or graphs. The same derivation can…
Co-authors (6)
- Christoph Teichmann
- Ji-Ung Lee
- Johannes Gontrum
- Jonas Groschwitz
- Michael Sullivan
- Sarubi Thillainathan
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