Nathalie Aussenac-Gilles

5 papers · 2012–2025 · 5 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🌍 Conference Polyglot · Silver

🧭 Keyword Pioneer ❓ The Questioner

Venues

ACL (1) COLING (1) EACL (1) EMNLP (1) SemEval (1)

Top co-authors

Véronique Moriceau (3) Jihen Karoui (2) Farah Benamara (2) Farah Benamara Zitoune (1) Camille Pradel (1) Viviana Patti (1) Ronan Tournier (1) Josiane Mothe (1) Mouna Kamel (1) Lamia Hadrich Belguith (1)

Research topics

Natural Language Processing (3) Applications (3) Deep Learning (2) Machine Learning (2) Learning Types · Machine Learning (2) Interdisciplinary (1) Application Areas (1) Learning Types · Deep Learning (1) Models (1) Resources & Methods (1) Social (1)

Keywords

relation extraction (2) transfer learning (1) sentiment analysis (1) knowledge distillation (1) social media analysis (1) information extraction (1) data imbalance (1) soft label (1) annotation schema (1) multilingual corpus (1) pragmatic analysis (1) irony detection (1) pragmatic phenomenon (1) large language model (1) business relation (1) few-shot learning (1) business relation extraction (1)

Papers

The contribution of LLMs to relation extraction in the economic field COLING 2025 How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction EMNLP 2022 Exploring the Impact of Pragmatic Phenomena on Irony Detection in Tweets: A Multilingual Corpus Study EACL 2017 Towards a Contextual Pragmatic Model to Detect Irony in Tweets ACL 2015 IRIT: Textual Similarity Combining Conceptual Similarity with an N-Gram Comparison Method SemEval 2012