Search Results for author: Junchen Zhao

Found 4 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

Safety-Aware Multi-Agent Apprenticeship Learning

no code implementations20 Jan 2022 Junchen Zhao

Our objective of this project is to make the extension based on the technique mentioned in the paper "Safety-Aware Apprenticeship Learning" to improve the utility and the efficiency of the existing Reinforcement Learning model from a Single-Agent Learning framework to a Multi-Agent Learning framework.

reinforcement-learning Reinforcement Learning (RL)

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

SentSim: Crosslingual Semantic Evaluation of Machine Translation

no code implementations NAACL 2021 Yurun Song, Junchen Zhao, Lucia Specia

Machine translation (MT) is currently evaluated in one of two ways: in a monolingual fashion, by comparison with the system output to one or more human reference translations, or in a trained crosslingual fashion, by building a supervised model to predict quality scores from human-labeled data.

Machine Translation Semantic Similarity +3

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