Yuanhe Tian (he/him/his)

PhD Student

Yuanhe Tian

Contact Information

Fields of Interest

Computational Linguistics Natural Language Processing

Biography

Ph.D., Linguistics, University of Washington, 2019 - now

M.S., Computational Linguistics, University of Washington, 2019

B.A., Computational and Applied Linguistics, Peking University, 2017

Research

Selected Research

Song, Yan, et al. "Summarizing Medical Conversations via Identifying Important Utterances." Proceedings of the 28th International Conference on Computational Linguistics. 2020.
Adviser: Yan Song, Adviser: Fei Xia
Chen, Guimin, Yuanhe Tian, and Yan Song. "Joint Aspect Extraction and Sentiment Analysis with Directional Graph Convolutional Networks." Proceedings of the 28th International Conference on Computational Linguistics. 2020.
Adviser: Yan Song
Tian, Yuanhe, Yan Song, and Fei Xia. "Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams." Proceedings of the 28th International Conference on Computational Linguistics. 2020.
Adviser: Yan Song, Adviser: Fei Xia
Nie, Yuyang, et al. "Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information." Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings. 2020.
Adviser: Yan Song
Nie, Yuyang, et al. "Named Entity Recognition for Social Media Texts with Semantic Augmentation." Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). 2020.
Adviser: Yan Song
Tian, Yuanhe, et al. "Improving biomedical named entity recognition with syntactic information." BMC Bioinformatics 21, 539 (2020)
Adviser: Yan Song, Adviser: Fei Xia
Tian, Yuanhe, et al. "Improving Constituency Parsing with Span Attention." Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings. 2020.
Adviser: Yan Song, Adviser: Fei Xia
Tian, Yuanhe, Yan Song, and Fei Xia. "Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks." Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). 2020.
Adviser: Yan Song, Adviser: Fei Xia
Tian, Yuanhe, et al. "Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge." Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. 2020.
Adviser: Yan Song, Adviser: Fei Xia
Tian, Y., Song, Y., Xia, F., Zhang, T., & Wang, Y. (2020, July). Improving Chinese Word Segmentation with Wordhood Memory Networks. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (pp. 8274-8285).
Adviser: Yan Song, Adviser: Fei Xia
Tian, Yuanhe, et al. "Chimed: a Chinese medical corpus for question answering." Proceedings of the 18th BioNLP Workshop and Shared Task. 2019.
Adviser: Yan Song, Adviser: Fei Xia

Courses Taught

Summer 2021

Affiliations

Home Department

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