To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? - Quynh Ngoc Thi Do; Judith Gaspers; Tobias Röding; Melanie Bradford (COLING, 2020)

Semi-supervised Adversarial Text Generation based on Seq2Seq models. - Hieu Le; Dieu-Thu Le; Verena Weber; Chris Church; Kay Rottmann; Melanie Bradford; Peter Chin 001 (EMNLP (Industry Track), 2022)

Online Adaptive Metrics for Model Evaluation on Non-representative Offline Test Data. - Enrico Piovano; Dieu-Thu Le; Bei Chen; Melanie Bradford (ICPR, 2022)

Reducing cohort bias in natural language understanding systems with targeted self-training scheme. - Dieu-Thu Le; Gabriela Hernández; Bei Chen; Melanie Bradford (ACL (industry), 2023)

Predicting Interaction Quality of Conversational Assistants With Spoken Language Understanding Model Confidences. - Yue Gao; Enrico Piovano; Tamer Soliman; Monir Moniruzzaman; Anoop Kumar; Melanie Bradford; Subhrangshu Nandi (CIKM, 2023)