no code implementations • 1 Dec 2023 • Junchen Zhao, Yurun Song, Simeng Liu, Ian G. Harris, Sangeetha Abdu Jyothi
Second, an optimized data transmission mechanism ensures efficient and structured data flow between model segments while also maintaining the integrity of the original model structure.
no code implementations • 31 Oct 2023 • JinHwa Kim, Ali Derakhshan, Ian G. Harris
Large Language Models' safety remains a critical concern due to their vulnerability to adversarial attacks, which can prompt these systems to produce harmful responses.
1 code implementation • 19 Jan 2022 • Junchen Zhao, Yurun Song, Junlin Wang, Ian G. Harris
In this work, we propose GAP-Gen, a Guided Automatic Python Code Generation method based on Python syntactic constraints and semantic constraints.
Ranked #2 on Code Generation on CodeXGLUE - CodeSearchNet (using extra training data)
no code implementations • LREC 2020 • Jin-Hwa Kim, Yoon Jo Kim, Mitra Behzadi, Ian G. Harris
The task is divided into two stages, 1) the classification of each message, and 2) the classification of the entire conversation.
no code implementations • 15 Apr 2018 • Yinheng Zhu, Wanli Chen, Xun Zhan, Zonglin Guo, Hongjian Shi, Ian G. Harris
Secondly, we use a CNN to evaluate the quality of each result.