Anna Koufakou

3 papers · 2019–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 📈 Trend Setter

Venues

EMNLP (2) ACL (1)

Top co-authors

Viviana Patti (1) Valerio Basile (1) John Peller (1) Elijah Nieves (1) Jason Scott (1) Endang Wahyu Pamungkas (1)

Research topics

Deep Learning (2) Natural Language Processing (2) Applications (2) Learning Types · Deep Learning (2) Machine Learning (1) Architectures (1) Core Methods (1) Learning Types · Machine Learning (1) Resources & Methods (1)

Keywords

transfer learning (2) sentiment analysis (1) natural language processing (1) text classification (1) abusive language detection (1) emotion recognition (1) benchmark dataset (1) model fine-tuning (1) pre-trained language model (1) social media text (1) lexical feature (1) bidirectional encoder representations from transformer (1) benchmark creation (1) cross-domain detection (1) hate speech (1) hate lexicon (1) corpus unification (1)

Papers

Towards a new Benchmark for Emotion Detection in NLP: A Unifying Framework of Recent Corpora EMNLP 2024 HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language EMNLP 2020 Exploring the Use of Lexicons to aid Deep Learning towards the Detection of Abusive Language ACL 2019