Searching for an effective defender: Benchmarking defense against adversarial word substitution Z Li, J Xu, J Zeng, L Li, X Zheng, Q Zhang, KW Chang, CJ Hsieh arXiv preprint arXiv:2108.12777, 2021 | 65 | 2021 |
Certified robustness to text adversarial attacks by randomized [mask] J Zeng, J Xu, X Zheng, X Huang Computational Linguistics 49 (2), 395-427, 2023 | 59 | 2023 |
Towards adversarially robust text classifiers by learning to reweight clean examples J Xu, C Zhang, X Zheng, L Li, CJ Hsieh, KW Chang, XJ Huang Findings of the Association for Computational Linguistics: ACL 2022, 1694-1707, 2022 | 8 | 2022 |
Spikebert: A language spikformer trained with two-stage knowledge distillation from bert C Lv, T Li, J Xu, C Gu, Z Ling, C Zhang, X Zheng, X Huang arXiv preprint arXiv:2308.15122, 2023 | 6 | 2023 |
Cross-lingual dependency parsing by POS-guided word reordering L Liu, Y Zhou, J Xu, X Zheng, KW Chang, XJ Huang Findings of the Association for Computational Linguistics: EMNLP 2020, 2938-2948, 2020 | 5 | 2020 |
Parameter efficient multi-task fine-tuning by learning to transfer token-wise prompts M Wu, W Liu, J Xu, C Lv, Z Ling, T Li, L Huang, X Zheng, XJ Huang Findings of the Association for Computational Linguistics: EMNLP 2023, 8734-8746, 2023 | 2 | 2023 |
Weight perturbation as defense against adversarial word substitutions J Xu, L Li, J Zhang, X Zheng, KW Chang, CJ Hsieh, XJ Huang Findings of the Association for Computational Linguistics: EMNLP 2022, 7054-7063, 2022 | 2 | 2022 |
Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation C Gu, X Zheng, J Xu, M Wu, C Zhang, C Huang, H Cai, XJ Huang Findings of the Association for Computational Linguistics: EMNLP 2023, 3685-3694, 2023 | | 2023 |
SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network T Li, W Liu, C Lv, J Xu, C Zhang, M Wu, X Zheng, X Huang arXiv preprint arXiv:2310.06488, 2023 | | 2023 |
Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations Z Ling, X Zheng, J Xu, J Lin, KW Chang, CJ Hsieh, XJ Huang Findings of the Association for Computational Linguistics: ACL 2023, 11454-11465, 2023 | | 2023 |
Spiking convolutional neural networks for text classification C Lv, J Xu, X Zheng The Eleventh International Conference on Learning Representations, 2022 | | 2022 |