Heming Xia
Heming Xia
Other names夏 鹤明
Natural Language Processing Group, The Hong Kong Polytechnic University
Verified email at - Homepage
Cited by
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A survey on in-context learning
Q Dong, L Li, D Dai, C Zheng, J Ma, R Li, H Xia, J Xu, Z Wu, B Chang, ...
arXiv preprint arXiv:2301.00234, 2022
Improved deep learning techniques in gravitational-wave data analysis
H Xia, L Shao, J Zhao, Z Cao
Phys. Rev. D 103, 024-040, 2021
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation
H Xia, T Ge, P Wang, SQ Chen, F Wei, Z Sui
EMNLP 2023 Findings, 2022
Unlocking efficiency in large language model inference: A comprehensive survey of speculative decoding
H Xia, Z Yang, Q Dong, P Wang, Y Li, T Ge, T Liu, W Li, Z Sui
ACL 2024 Findings, 2024
Lossless acceleration for Seq2seq generation with aggressive decoding
T Ge, H Xia, X Sun, SQ Chen, F Wei
Microsoft Research Technical Report, 2022
Enhancing Continual Relation Extraction via Classifier Decomposition
H Xia, P Wang, T Liu, B Lin, Y Cao, Z Sui
ACL 2023 Findings, 2023
Premise-based multimodal reasoning: Conditional inference on joint textual and visual clues
Q Dong, Z Qin, H Xia, T Feng, S Tong, H Meng, L Xu, W Zhan, S Li, Z Wei, ...
ACL 2022, 2021
ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories
H Xia, Q Dong, L Li, J Xu, T Liu, Z Qin, Z Sui
EMNLP 2023 Findings, 2023
Can Large Multimodal Models Uncover Deep Semantics Behind Images?
Y Yang, Z Li, Q Dong, H Xia, Z Sui
ACL 2024 Findings, 2024
Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization
S Tong, H Xia, D Dai, R Xu, T Liu, B Lin, Y Cao, Z Sui
EMNLP 2023 Findings, 2023
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models
Q Xu, Y Li, H Xia, W Li
arXiv preprint arXiv:2406.17465, 2024
Taking a Deep Breath: Enhancing Language Modeling of Large Language Models with Sentinel Tokens
W Luo, S Zheng, H Xia, W Wang, Y Lei, T Liu, S Chen, Z Sui
arXiv preprint arXiv:2406.10985, 2024
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