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Amalie Pauli

4 papers · 2022–2023 · 2 venues · across top CS/AI venues

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Achievements

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๐ŸŒ Conference Polyglot ยท Bronze ๐ŸŒ‰ Interdisciplinary Bridge ยท Bronze ๐Ÿฃ Hot Topic Early Bird

Venues

EMNLP (2) SemEval (2)

Top co-authors

Ira Assent (4) Leon Derczynski (3) Ignacio Talavera Cepeda (1) Rafael Sarabia (1)

Research topics

Machine Learning (4) Core Methods (3) Artificial Intelligence (2) Learning Types (2) Deep Learning (1) Interdisciplinary (1) Natural Language Processing (1) Applications (1) Architectures (1) Core AI (1) Learning Paradigms (1) Linguistics (1)

Keywords

text classification (4) multi-label classification (2) persuasion detection (2) natural language inference (1) human value (1) triplet loss (1) misinformation detection (1) multilingual transformer (1) framing detection (1) sentence transformer (1) semantic entailment (1) label-aware classification (1) transformer model (1) contrastive learning (1) rhetorical appeal (1) few-shot learning (1) embedding space (1)

Papers

Anchoring Fine-tuning of Sentence Transformer with Semantic Label Information for Efficient Truly Few-shot Classification EMNLP 2023 Sren Kierkegaard at SemEval-2023 Task 4: Label-aware text classification using Natural Language Inference SemEval 2023 TeamAmpa at SemEval-2023 Task 3: Exploring Multilabel and Multilingual RoBERTa Models for Persuasion and Framing Detection SemEval 2023 Modelling Persuasion through Misuse of Rhetorical Appeals EMNLP 2022