Yuanliang Meng

Yuanliang Meng

I am a PhD student in the Text Machine Lab at U Mass Lowell. 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 the 2017 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics. 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 the 56th Annual Meeting of the Association for Computational Linguistics. 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 for Computational Microgenetic Learning Analytics. Proceedings of the Eleventh International Conference on Language Resources and Evaluation (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={LREC}, 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" }