Alexandre Garcia

3 papers · 2018–2019 · 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 (11)

Venues

EMNLP (1) ICML (1) NeurIPS (1)

Top co-authors

Chloé Clavel (2) Florence d’Alché-Buc (2) Slim Essid (2) Florence d'Alché-Buc (1) Pierre Colombo (1) Anna Korba (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Core Methods (2) Deep Learning (1) Natural Language Processing (1) Applications (1) Architectures (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

opinion mining (2) attention mechanism (1) multimodal learning (1) feature embedding (1) hierarchical model (1) structured output learning (1) label ranking (1) spoken language (1) ranking data (1) fine-grained analysis (1) least square surrogate loss (1) hierarchical loss (1) fine-grained opinion (1) structured prediction (1) surrogate regression (1)

Papers

From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining EMNLP 2019 A Structured Prediction Approach for Label Ranking NeurIPS 2018 Structured Output Learning with Abstention: Application to Accurate Opinion Prediction ICML 2018