Verena Weber

4 papers · 2021–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

ACL (2) EMNLP (1) NAACL (1)

Top co-authors

Melanie Bradford (3) Dieu-Thu Le (2) peter chin (1) Alessandro Pedrani (1) Enrico Piovano (1) Tobias Falke (1) Davide Bernardi (1) Hieu Le (1) Chris Church (1) Andrea Caciolai (1)

Research topics

Machine Learning (4) Artificial Intelligence (2) Natural Language Processing (2) Applications (2) Learning Paradigms (2) Learning Types · Machine Learning (2) Deep Learning (1) Architectures (1) Core Methods (1) Generation (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

intent classification (2) spoken language understanding (2) natural language understanding (2) semantic search (1) adversarial training (1) product recognition (1) model update (1) siamese network (1) seq2seq model (1) dialog system (1) product classification (1) adversarial text generation (1) focal distillation (1) human in the loop (1) twin network (1) voice shopping (1) semi-supervised learning (1) regression avoidance (1) text classification (1) text generation (1)

Papers

Regression-Free Model Updates for Spoken Language Understanding ACL 2023 Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022 Combining semantic search and twin product classification for recognition of purchasable items in voice shopping ACL 2021 It is better to Verify: Semi-Supervised Learning with a human in the loop for large-scale NLU models NAACL 2021