Samuel Rönnqvist

5 papers · 2016–2022 · 4 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver ❓ The Questioner

Venues

ACL (2) COLING (1) CoNLL (1) EACL (1)

Top co-authors

Veronika Laippala (3) Valtteri Skantsi (2) Sampo Pyysalo (2) Christian Chiarcos (2) Anna Salmela (2) Niko Schenk (2) Kathrin Donandt (1) Deise Prina Dutra (1) Li-Hsin Chang (1) Douglas Biber (1)

Research topics

Natural Language Processing (3) Deep Learning (2) Machine Learning (2) Applications (2) Interdisciplinary (1) Application Areas (1) Architectures (1) Core Methods (1) Learning Types (1) Linguistics (1) Optimization & Theory (1) Resources & Methods (1) Understanding (1)

Keywords

text classification (2) attention mechanism (1) multilingual nlp (1) cross-lingual transfer (1) semantic analysis (1) model interpretability (1) noise reduction (1) recurrent neural network (1) language model (1) integrated gradient (1) bidirectional lstm (1) input attribution (1) text preprocessing (1) chinese language (1) discourse relation (1) multilingual corpus (1) implicit discourse (1) chinese discourse relation (1) word attribution (1) saliency method (1)

Papers

Explaining Classes through Stable Word Attributions ACL 2022 Towards better structured and less noisy Web data: Oscar with Register annotations COLING 2022 Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers EACL 2021 A Recurrent Neural Model with Attention for the Recognition of Chinese Implicit Discourse Relations ACL 2017 Do We Really Need All Those Rich Linguistic Features? A Neural Network-Based Approach to Implicit Sense Labeling CoNLL 2016