| Openattack: An open-source textual adversarial attack toolkit G Zeng, F Qi, Q Zhou, T Zhang, Z Ma, B Hou, Y Zang, Z Liu, M Sun arXiv preprint arXiv:2009.09191, 2020 | 109 | 2020 |
| PromptBoosting: Black-Box Text Classification with Ten Forward Passes B Hou, J O'Connor, J Andreas, S Chang, Y Zhang ICML 2023, 2022 | 32 | 2022 |
| Try to substitute: An unsupervised chinese word sense disambiguation method based on hownet B Hou, F Qi, Y Zang, X Zhang, Z Liu, M Sun Proceedings of the 28th International Conference on Computational …, 2020 | 24 | 2020 |
| Textgrad: Advancing robustness evaluation in nlp by gradient-driven optimization B Hou, J Jia, Y Zhang, G Zhang, Y Zhang, S Liu, S Chang arXiv preprint arXiv:2212.09254, 2022 | 15 | 2022 |
| Learning to attack: Towards textual adversarial attacking in real-world situations Y Zang, B Hou, F Qi, Z Liu, X Meng, M Sun arXiv preprint arXiv:2009.09192, 2020 | 13 | 2020 |
| A Survey on Data Selection for Language Models A Albalak, Y Elazar, SM Xie, S Longpre, N Lambert, X Wang, ... arXiv preprint arXiv:2402.16827, 2024 | 12 | 2024 |
| Decomposing uncertainty for large language models through input clarification ensembling B Hou, Y Liu, K Qian, J Andreas, S Chang, Y Zhang arXiv preprint arXiv:2311.08718, 2023 | 10 | 2023 |
| Certified robustness for large language models with self-denoising Z Zhang, G Zhang, B Hou, W Fan, Q Li, S Liu, Y Zhang, S Chang arXiv preprint arXiv:2307.07171, 2023 | 9 | 2023 |
| Improving diffusion models for scene text editing with dual encoders J Ji, G Zhang, Z Wang, B Hou, Z Zhang, B Price, S Chang arXiv preprint arXiv:2304.05568, 2023 | 8 | 2023 |
| Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing J Ji, B Hou, A Robey, GJ Pappas, H Hassani, Y Zhang, E Wong, S Chang arXiv preprint arXiv:2402.16192, 2024 | 6 | 2024 |
| Advancing the Robustness of Large Language Models through Self-Denoised Smoothing J Ji, B Hou, Z Zhang, G Zhang, W Fan, Q Li, Y Zhang, G Liu, S Liu, ... arXiv preprint arXiv:2404.12274, 2024 | 1 | 2024 |
| A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation B Hou, Y Zhang, J Andreas, S Chang arXiv preprint arXiv:2406.06950, 2024 | | 2024 |
