DynaBERT: Dynamic BERT with Adaptive Width and Depth L Hou, Z Huang, L Shang, X Jiang, X Chen, Q Liu (NeurIPS 2020) 34th Conference on Neural Information Processing Systems, 2020 | 324 | 2020 |
Federated Learning for Spoken Language Understanding Z Huang, F Liu, Y Zou (COLING 2020) 28th International Conference on Computational Linguistics, 2020 | 36 | 2020 |
PIN: A Novel Parallel Interactive Network for Spoken Language Understanding P Zhou, Z Huang, F Liu, Y Zou (ICPR 2020) 25th International Conference on Pattern Recognition, 2020 | 30 | 2020 |
Corpus-based set expansion with lexical features and distributed representations P Yu, Z Huang, R Rahimi, J Allan Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019 | 30 | 2019 |
Improving cross-lingual information retrieval on low-resource languages via optimal transport distillation Z Huang, P Yu, J Allan Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 28 | 2023 |
Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations Z Zhu, X Cheng, Z Huang, D Chen, Y Zou (ACL Findings 2023) Findings of the Association for Computational …, 2023 | 27 | 2023 |
Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter-and Intra-modality Attention Z Huang, F Liu, X Wu, S Ge, H Wang, W Fan, Y Zou (AAAI 2021) 35th AAAI Conference on Artificial Intelligence, 2021 | 27 | 2021 |
GhostBERT: Generate More Features with Cheap Operations for BERT Z Huang, L Hou, L Shang, X Jiang, X Chen, Q Liu (ACL 2021) 59th Annual Meeting of the Association for Computational Linguistics, 2021 | 26 | 2021 |
MTL-SLT: Multi-Task Learning for Spoken Language Tasks Z Huang, M Rao, A Raju, Z Zhang, B Bui, C Lee (ACL@NLP4ConvAI 2022) Proceedings of the 4th Workshop on NLP for …, 2022 | 24 | 2022 |
Towards Joint Intent Detection and Slot Filling via Higher-order Attention D Chen, Z Huang, X Wu, S Ge, Y Zou (IJCAI 2022) 31st International Joint Conference on Artificial Intelligence, 2021 | 23 | 2021 |
Sentiment Injected Iteratively Co-Interactive Network for Spoken Language Understanding Z Huang, F Liu, P Zhou, Y Zou (ICASSP 2021) 46th IEEE International Conference on Acoustics, Speech and …, 2021 | 21 | 2021 |
Enhancing code-switching for cross-lingual slu: A unified view of semantic and grammatical coherence Z Zhu, X Cheng, Z Huang, D Chen, Y Zou (EMNLP 2023) Proceedings of the 2023 Conference on Empirical Methods in …, 2023 | 18 | 2023 |
Soft Prompt Decoding for Multilingual Dense Retrieval Z Huang, H Zeng, H Zamani, J Allan Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 14 | 2023 |
Leveraging Bilinear Attention to Improve Spoken Language Understanding D Chen, Z Huang, Y Zou (ICASSP 2022) 47th IEEE International Conference on Acoustics, Speech and …, 2022 | 14 | 2022 |
Mixed attention transformer for leveraging word-level knowledge to neural cross-lingual information retrieval Z Huang, H Bonab, SM Sarwar, R Rahimi, J Allan Proceedings of the 30th ACM International Conference on Information …, 2021 | 13 | 2021 |
Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning Z Zhu, X Cheng, D Chen, Z Huang, H Li, Y Zou (Interspeech 2023) Proc. of Interspeech, 2023 | 11 | 2023 |
Learning to rank entities for set expansion from unstructured data P Yu, R Rahimi, Z Huang, J Allan Proceedings of the 2020 ACM SIGIR on International Conference on Theory of …, 2020 | 9 | 2020 |
PSynDB: accurate and accessible private data generation Z Huang, R McKenna, G Bissias, G Miklau, M Hay, A Machanavajjhala Proceedings of the VLDB Endowment 12 (12), 1918-1921, 2019 | 8 | 2019 |
Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study Z Zhu, X Cheng, H An, Z Wang, D Chen, Z Huang Proceedings of the 2024 Joint International Conference on Computational …, 2024 | 5 | 2024 |
Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention Y Xie, Z Zhu, X Cheng, Z Huang, D Chen (EMNLP 2023) Findings of the Association for Computational Linguistics …, 2023 | 5 | 2023 |