Search Results for author: Ian G. Harris

Found 5 papers, 1 papers with code

LinguaLinked: A Distributed Large Language Model Inference System for Mobile Devices

no code implementations1 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.

Language Modelling Large Language Model

Robust Safety Classifier for Large Language Models: Adversarial Prompt Shield

no code implementations31 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.

GAP-Gen: Guided Automatic Python Code Generation

1 code implementation19 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)

Code Generation

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