PhD Alum
Professional Master's Alum
Contact Information
Fields of Interest
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.
- 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.
- 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)
- Tian, Yuanhe, et al. "Improving Constituency Parsing with Span Attention." Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings. 2020.
- 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.
- 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.
- 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).
- Tian, Yuanhe, et al. "Chimed: a Chinese medical corpus for question answering." Proceedings of the 18th BioNLP Workshop and Shared Task. 2019.
Affiliations
Home Department