Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models. - Quynh Do; Judith Gaspers; Daniil Sorokin; Patrick Lehnen (Interspeech, 2021)

The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding. - Judith Gaspers; Quynh Do; Daniil Sorokin; Patrick Lehnen (Interspeech, 2021)

Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding. - Samuel Broscheit; Quynh Do; Judith Gaspers (ACL (1), 2022)

Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? - Quynh Do; Judith Gaspers; Daniil Sorokin; Patrick Lehnen (EMNLP (Industry Track), 2022)

Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding. - Jonathan J. Hüser; Judith Gaspers; Thomas Gueudré; Chandana Satya Prakash; Jin Cao; Daniil Sorokin; Quynh Do; Nicolas Anastassacos; Tobias Falke; Turan Gojayev (ACL (industry), 2023)