Tulika Bose

5 papers · 2021–2022 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

NAACL (2) AACL (1) ACL (1) COLING (1)

Top co-authors

Irina Illina (5) Dominique Fohr (5) Nikolaos Aletras (2)

Research topics

Machine Learning (5) Application Areas (5) Natural Language Processing (3) Applications (3) Core Methods (3) Deep Learning (2) Learning Types (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

domain adaptation (4) hate speech detection (3) abusive language detection (2) text classification (1) optimal transport (1) knowledge transfer (1) masked language model (1) feature attribution (1) topic model (1) spurious correlation (1) language model fine-tuning (1) attribution method (1) domain classifier (1) source-specific term penalization (1) representation learning (1) cross-corpora generalization (1) domain generalization (1) transfer learning (1)

Papers

Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection COLING 2022 Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection ACL 2022 Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection AACL 2022 Generalisability of Topic Models in Cross-corpora Abusive Language Detection NAACL 2021 Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection NAACL 2021