31/08/2026
At FinLex26, Wojciech Wołoszyk will hold a workshop on AI-assisted term extraction and glossary building from large EU corpuses of official legislation.
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Extraction is the cheap part. What makes a glossary usable is what happens to each candidate afterwards, and that is where an automated multi-agent pipeline does work no prompt does: it reads the whole corpus, classifies the candidates, grounds each against official legislation and case-law databases in 70+ jurisdictions, retrieves quotations in authentic wording, and runs a comparative pass before proposing an equivalent.
We work on European Court of Human Rights case-law because it is where back-translation does the most damage. The Court paraphrases national statutes and judgments in English or French, and quotes international rulings already official in your language; rendering any of it back puts wording into circulation that no legislature enacted and no court handed down. Found, not translated.
You will take candidates through four layers of context, build entries naming the source that decided them and the condition resolving a variant, and see how far the pipeline carries an entry before a human ratifies it.
Three things to take away. An entry without a source is a proposal, not a decision. The decision follows all four layers; skipping one is a legal error, not a stylistic one. Variance is legitimate; silence about variance is not.
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Wojciech Wołoszyk is a lawyer-linguist with over twenty years in legal and EU translation and the author of the contextual stratification method – a four-layer framework for terminological expertise in cross-systemic disputes, validated in precedent-setting Polish case law.
He is CEO of IURIDICO Legal & Financial Translations (Gdańsk), certified to ISO 20771, and serves as an external lawyer-linguist to the Court of Justice of the European Union and the European Central Bank and as a translator for the Office of the Prosecutor at the International Criminal Court. For TransLegal he is Country Advisor for Poland on multi-jurisdictional legal-tech and legal-linguistic tools, and coordinates the team behind the Polish part of The World Law Dictionary: over 10,000 legal terms with English equivalents and notes on concepts that have no full counterpart in common law.
Court-Appointed Expert in Legal Linguistics at the Regional Courts in Warsaw and Gdańsk. He is a member of the Expert Panel of PT TEPIS and Senior Lecturer in Terminology, Specialised Translation and Language Technologies at Koszalin University of Technology. He designs AI tools for legal translation on one principle: AI encodes and enforces expert knowledge, and the terminological decision stays with the human.