no code implementations • 13 Nov 2023 • Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji
Code Clone Detection, which aims to retrieve functionally similar programs from large code bases, has been attracting increasing attention.
1 code implementation • 24 Oct 2023 • Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang
Automatically generating function summaries for binaries is an extremely valuable but challenging task, since it involves translating the execution behavior and semantics of the low-level language (assembly code) into human-readable natural language.
1 code implementation • 18 May 2023 • Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang
In this paper, we propose a fine-grained Token-level retrieval-augmented mechanism (Tram) on the decoder side rather than the encoder side to enhance the performance of neural models and produce more low-frequency tokens in generating summaries.
no code implementations • 21 May 2022 • Yangkai Du, Tengfei Ma, Lingfei Wu, Yiming Wu, Xuhong Zhang, Bo Long, Shouling Ji
Towards real-world information extraction scenario, research of relation extraction is advancing to document-level relation extraction(DocRE).
Ranked #25 on Relation Extraction on DocRED
1 code implementation • 21 Apr 2022 • Chengting Yu, Yangkai Du, Mufeng Chen, Aili Wang, Gaoang Wang, Erping Li
For plasticity, we propose a trainable convolutional synapse that models spike response current to enhance the diversity of spiking neurons for temporal feature extraction.
Ranked #7 on Audio Classification on SHD
1 code implementation • Findings (EMNLP) 2021 • Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Bo Long, Shouling Ji
Unlike vision tasks, the data augmentation method for contrastive learning has not been investigated sufficiently in language tasks.