Liina Repo

4 papers · 2021–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

EMNLP (2) ACL (1) EACL (1)

Top co-authors

Veronika Laippala (3) Erik Henriksson (2) Saara Hellström (2) Amanda Myntti (2) Eetu Mäkelä (1) Douglas Biber (1) Elian Freyermuth (1) Yann Ciarán Ryan (1) Mikko Tolonen (1) Antti Kanner (1)

Research topics

Machine Learning (4) Natural Language Processing (3) Resources & Methods (3) Core Methods (2) Learning Types (2) Artificial Intelligence (1) Data Science & Analytics (1) Deep Learning (1) Applications (1) Architectures (1) Core AI (1) Generation (1) Methods (1)

Keywords

text classification (3) register classification (2) cross-lingual transfer (1) bert model (1) web corpus (1) language model (1) integrated gradient (1) optical character recognition (1) genre classification (1) topic modelling (1) historical text (1) text dating (1) large language model (1) publication year prediction (1) eighteenth century text (1) clustering technique (1) situational analysis (1) zero-shot learning (1) multilingual web register (1) multilingual nlp (1)

Papers

From Discrete to Continuous Classes: A Situational Analysis of Multilingual Web Registers with LLM Annotations EMNLP 2024 Intersecting Register and Genre: Understanding the Contents of Web-Crawled Corpora EMNLP 2024 Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model ACL 2022 Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers EACL 2021