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4 papers · 2018–2020 · 2 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 (11) 🐣 Hot Topic Early Bird

Venues

AAAI (2) ICML (2)

Top co-authors

Victoria Crawford (2) Thien Nguyen (2) Alan Kuhnle (2) Duong Le (1) Dejing Dou (1) J. David Smith (1) Amir Veyseh (1) Franck Dernoncourt (1)

Research topics

Machine Learning (3) Mathematics & Optimization (2) Natural Language Processing (2) Applications (2) Learning Types · Machine Learning (2) Optimization (2) Deep Learning (1) Architectures (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

approximation algorithm (2) multi-task learning (1) relation extraction (1) word sense disambiguation (1) mutual information (1) multi-view learning (1) cardinality constraint (1) query complexity (1) influence maximization (1) online algorithm (1) greedy algorithm (1) structure prediction (1) graph convolutional network (1) non-submodular function (1) dependency tree (1) metaphor detection (1) integer lattice (1) graph convolutional neural network (1) dependency parse (1) dependency parse tree (1)

Papers

Multi-Task Learning for Metaphor Detection with Graph Convolutional Neural Networks and Word Sense Disambiguation AAAI 2020 Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction AAAI 2020 Submodular Cost Submodular Cover with an Approximate Oracle ICML 2019 Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice ICML 2018