Yuanliang Meng

Graduated: Sep 2019

Degree: PhD

Current position: Nuance

Yuanliang Meng

I am interested in many aspects of natural language processing, deep learning and AI. Currently I work on temporal relation information extraction and coreference resolution. I studied engineering in the past, and was a software engineer before joining the lab. Besides NLP, I also had some experience in speech sysnthesis and computer vision.

Programming

Python C++ php

Machine Learning

pytorch keras scikit-learn

Databases

MongoDB MySQL

Languages

English Chinese

Y. Meng A. Rumshisky A. Romanov Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture. Proceedings of EMNLP 2017.

@inproceedings{meng_temporal_2017,
author = “Meng, Yuanliang and Rumshisky, Anna and Romanov, Alexey”,
address = “Copenhagen, Denmark”,
title = “Temporal {Information} {Extraction} for {Question} {Answering} {Using} {Syntactic} {Dependencies} in an {LSTM}-based {Architecture}",
booktitle = “Proceedings of the 2017 {Conference} on {Empirical} {Methods} in {Natural} {Language} {Processing}",
publisher = “Association for Computational Linguistics”,
year = “2017”,
pages = “887–896”
}

Y. Meng A. Rumshisky Context-Aware Neural Model for Temporal Information Extraction. Proceedings of ACL 2018.

@inproceedings{meng2018context,
title={Context-Aware Neural Model for Temporal Information Extraction},
author={Meng, Yuanliang and Rumshisky, Anna},
booktitle={Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
volume={1},
pages={527--536},
year={2018}
}

Y. Meng A.Rumshisky F.Sullivan K.Keith Automatic Labeling of Problem-Solving Dialogues: an Example of Computational Microgenetic Analytics. Proceedings of LREC 2018.

@inproceedings{meng2018automatic,
title={Automatic labeling of problem-solving dialogues for computational microgenetic learning analytics},
author={Meng, Yuanliang and Rumshisky, Anna and Sullivan, Florence},
booktitle={Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)},
year={2018}
}

Y. Meng A. Rumshisky Triad-based Neural Network for Coreference Resolution. Proceedings of COLING 2018.

@article{meng_triad-based_2018,
author = “Meng, Yuanliang and Rumshisky, Anna”,
title = “Triad-based {Neural} {Network} for {Coreference} {Resolution}",
language = “en”,
journal = “Proceedings of COLING”,
year = “2018”,
pages = “9”
}