Xia, Heming

A Survey on In-context Learning

Dong, Q., Li, L., Dai, D., Zheng, C., Ma, J., Li, R., Xia, H., Xu, J., Wu, Z., Chang, B., et al. (2024) · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 649

Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation

Xia, H., Ge, T., Wang, P., Chen, S.-Q., Wei, F., & Sui, Z. (2023) · Findings of the Association for Computational Linguistics: EMNLP 2023

Natural Language Processing TechniquesTopic Modeling

Cited by 40

Lossless Acceleration for Seq2seq Generation with Aggressive Decoding

Ge, T., Xia, H., Sun, X., Chen, S.-Q., & Wei, F. (2022) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 6

SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Xia, H., Li, Y., Zhang, J., Du, C., & Li, W. (2024) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 1