Melanie Bradford

7 papers · 2020–2023 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (17) 📈 Trend Setter ❓ The Questioner

Conferences

ACL (2) COLING (1) EACL (1) EMNLP (1) IJCNLP (1) NAACL (1)

Top co-authors

Verena Weber (4) Dieu-Thu Le (4) Quynh Do (2) Judith Gaspers (2) Enrico Piovano (1) Gabriela Hernandez (1) Bei Chen (1) Hieu Le (1) Chris Church (1) Tobias Röding (1)

Keywords

natural language understanding (3) spoken language understanding (3) intent classification (3) semantic search (2) twin network (2) product recognition (2) voice shopping (2) siamese network (1) slot filling (1) multilingual transfer learning (1) seq2seq model (1) voice assistant (1) product classification (1) domain classification (1) adversarial text generation (1) slot detection (1) human in the loop (1) cohort bia (1) active learning (1) targeted self-training (1)

Papers

Reducing cohort bias in natural language understanding systems with targeted self-training scheme ACL 2023

Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022

The impact of domain-specific representations on BERT-based multi-domain spoken language understanding EACL 2021

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

Combining semantic search and twin product classification for recognition of purchasable items in voice shopping IJCNLP 2021

To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? COLING 2020