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Jie Huang
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Towards Reasoning in Large Language Models
J Huang, KCC Chang
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
394*2023
Multi-step Jailbreaking Privacy Attacks on ChatGPT
H Li, D Guo, W Fan, M Xu, J Huang, F Meng, Y Song
Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
2112023
Large Language Models Cannot Self-Correct Reasoning Yet
J Huang, X Chen, S Mishra, HS Zheng, AW Yu, X Song, D Zhou
The Twelfth International Conference on Learning Representations, 2024
1402024
Are Large Pre-Trained Language Models Leaking Your Personal Information?
J Huang, H Shao, KCC Chang
Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
992022
Why Does ChatGPT Fall Short in Providing Truthful Answers?
S Zheng, J Huang, KCC Chang
NeurIPS 2023 Workshop ICBINB: Failure Modes in the Age of Foundation Models, 2023
85*2023
Hyper2vec: Biased random walk for hyper-network embedding
J Huang, C Chen, F Ye, J Wu, Z Zheng, G Ling
International Conference on Database Systems for Advanced Applications, 2019
362019
Hyper-path-based representation learning for hyper-networks
J Huang, X Liu, Y Song
Proceedings of the 28th ACM International Conference on Information and …, 2019
312019
Citation: A key to building responsible and accountable large language models
J Huang, KCC Chang
NAACL 2024 Findings, 2024
262024
Raven: In-context learning with retrieval augmented encoder-decoder language models
J Huang, W Ping, P Xu, M Shoeybi, KCC Chang, B Catanzaro
COLM 2024, 2024
202024
Understanding Jargon: Combining Extraction and Generation for Definition Modeling
J Huang, H Shao, KCC Chang
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
18*2022
Nonuniform hyper-network embedding with dual mechanism
J Huang, C Chen, F Ye, W Hu, Z Zheng
ACM Transactions on Information Systems (TOIS) 38 (3), 1-18, 2020
172020
Quantifying Association Capabilities of Large Language Models and Its Implications on Privacy Leakage
H Shao, J Huang, S Zheng, KCC Chang
EACL 2024 Findings, 2024
142024
Open Relation Modeling: Learning to Define Relations between Entities
J Huang, KCC Chang, J Xiong, W Hwu
Findings of the Association for Computational Linguistics: ACL 2022, 2022
142022
Cascade speculative drafting for even faster llm inference
Z Chen, X Yang, J Lin, C Sun, KCC Chang, J Huang
arXiv preprint arXiv:2312.11462, 2023
132023
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships
J Huang, K Zhu, KCC Chang, J Xiong, W Hwu
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
122022
DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships
C Liu, J Huang, K Zhu, KCC Chang
ACL 2023, 2023
72023
MetaASSIST: Robust Dialogue State Tracking with Meta Learning
F Ye, X Wang, J Huang, S Li, S Stern, E Yilmaz
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
72022
Configuration Validation with Large Language Models
X Lian, Y Chen, R Cheng, J Huang, P Thakkar, M Zhang, T Xu
ICSE 2025, 2025
62025
Expository Text Generation: Imitate, Retrieve, Paraphrase
N Balepur, J Huang, KCC Chang
EMNLP 2023, 2023
62023
Ccgen: Explainable complementary concept generation in e-commerce
J Huang, Y Gao, Z Li, J Yang, Y Song, C Zhang, Z Zhu, H Jiang, ...
arXiv preprint arXiv:2305.11480, 2023
52023
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