Marten Postma

6 papers · 2013–2018 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

❓ The Questioner

Venues

COLING (3) SemEval (2) ACL (1)

Top co-authors

Piek Vossen (6) Filip Ilievski (2) Marieke van Erp (1) Nuno Freire (1) Minh Le (1) Antske Fokkens (1) Ted Pedersen (1) Jacopo Urbani (1) Ruben Izquierdo Bevia (1) Rubén Izquierdo (1)

Research topics

Natural Language Processing (4) Understanding (3) Machine Learning (2) Learning Types · Machine Learning (2) Deep Learning (1) Application Areas (1) Applications (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

semantic analysis (2) word sense disambiguation (2) question answering (1) named entity recognition (1) long short-term memory (1) language model (1) dataset evaluation (1) training data (1) event extraction (1) semantic disambiguation (1) text processing (1) reproduction study (1) event counting (1) referential quantification (1) long-tail news (1) sense distribution (1) unsupervised acquisition (1) low-frequency sense (1) temporal bia (1) semantic overfitting (1)

Papers

A Deep Dive into Word Sense Disambiguation with LSTM COLING 2018 SemEval-2018 Task 5: Counting Events and Participants in the Long Tail SemEval 2018 More is not always better: balancing sense distributions for all-words Word Sense Disambiguation COLING 2016 Semantic overfitting: what ‘world’ do we consider when evaluating disambiguation of text? COLING 2016 VUA-background : When to Use Background Information to Perform Word Sense Disambiguation SemEval 2015 Offspring from Reproduction Problems: What Replication Failure Teaches Us ACL 2013