← Authors

Dieu-Thu Le

8 papers · 2012–2023 · 3 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸƒ Academic Marathon (11) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) πŸ—ΊοΈ Taxonomy Completionist (22) 🧭 Keyword Pioneer πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter

Conferences

ACL (4) EMNLP (3) IJCNLP (1)

Top co-authors

Melanie Bradford (4) Verena Weber (3) Kay Rottmann (2) Bei Chen (2) Raffaella Bernardi (2) Gabriela Hernandez (1) Xiaoliang Wang (1) Hieu Le (1) Jose Garrido Ramas (1) Manoj Kumar (1)

Research topics

Applications (1)

Keywords

natural language understanding (3) intent classification (3) voice shopping (2) text classification (2) product recognition (2) semantic search (2) twin network (2) text difficulty (1) importance weighting (1) distribution shift (1) word embedding (1) siamese network (1) sampling bia (1) word frequency (1) seq2seq model (1) voice assistant (1) product classification (1) adversarial text generation (1) slot detection (1) training data re-weighting (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
Unsupervised training data re-weighting for natural language understanding with local distribution approximation EMNLP 2022
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping ACL 2021
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping IJCNLP 2021
Joint learning of frequency and word embeddings for multilingual readability assessment ACL 2018
Exploiting Language Models for Visual Recognition EMNLP 2013
Query classification using topic models and support vector machine ACL 2012