| 2025 | EMNLP | MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages. | Mayank Kulkarni, Vittorio Mazzia, Judith Gaspers, Chris Hench, Jack FitzGerald |
| 2023 | ACL | Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding. | Jonathan J. Hser, Judith Gaspers, Thomas Gueudr, Chandana Satya Prakash, Jin Cao, Daniil Sorokin, Quynh Do, Nicolas Anastassacos, Tobias Falke, Turan Gojayev |
| 2022 | ACL | Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding. | Samuel Broscheit, Quynh Do, Judith Gaspers |
| 2022 | EMNLP | Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? | Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen |
| 2022 | NAACL | Temporal Generalization for Spoken Language Understanding. | Judith Gaspers, Anoop Kumar, Greg Ver Steeg, Aram Galstyan |
| 2021 | ACL | Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation. | Chao Wang, Judith Gaspers, Quynh Ngoc Thi Do, Hui Jiang |
| 2021 | Interspeech | Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models. | Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen |
| 2021 | Interspeech | The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding. | Judith Gaspers, Quynh Do, Daniil Sorokin, Patrick Lehnen |
| 2020 | COLING | To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? | Quynh Ngoc Thi Do, Judith Gaspers, Tobias Rding, Melanie Bradford |
| 2020 | Interspeech | Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding. | Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach |
| 2019 | EMNLP | Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding. | Quynh Ngoc Thi Do, Judith Gaspers |
| 2019 | ICASSP | Cross-lingual Transfer Learning for Spoken Language Understanding. | Quynh Ngoc Thi Do, Judith Gaspers |
| 2019 | Interspeech | Neural Named Entity Recognition from Subword Units. | Abdalghani Abujabal, Judith Gaspers |
| 2019 | NAACL | Cross-lingual Transfer Learning for Japanese Named Entity Recognition. | Andrew Johnson, Penny Karanasou, Judith Gaspers, Dietrich Klakow |
| 2018 | NAACL | Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System. | Judith Gaspers, Penny Karanasou, Rajen Chatterjee |
| 2015 | NAACL | Semantic parsing of speech using grammars learned with weak supervision. | Judith Gaspers, Philipp Cimiano, Britta Wrede |
| 2015 | RO-MAN | Learning linguistic constructions grounded in qualitative action models. | Maximilian Panzner, Judith Gaspers, Philipp Cimiano |
| 2014 | CogSci | Towards the emergence of verb-general constructions and early representations for verb entries: Insights from a computational model. | Judith Gaspers, Anouschka Foltz, Philipp Cimiano |
| 2014 | ICASSP | Learning a semantic parser from spoken utterances. | Judith Gaspers, Philipp Cimiano |