杨文冕，男，博士毕业于上海交通大学。博士毕业后先于新加坡国立大学从事博士后研究，师从ACL Fellow Ng Hwee Tou,后于新加坡南洋理工大学从事博士后研究工作，师从Sinno Pan Jialin。研究方向包括自然语言处理、对话系统、时间序列数据、大规模语言模型等。发表CCF A类论文5篇、B类论文9篇（其中第一作者、通讯作者共8篇）。

在博士后期间曾参与新加坡National Research Foundation, Singapore under its AI Singapore Programme (AISG Award No: AISGRP-2019-014，Title: Towards Improved Grammatical Error Correction) （Ng Hwee Tou教授主持，本人负责语法改错与大规模语言模型的联合建模），A*STAR AME Programmatic Funds (Grant No. A20H6b0151， Title：Learning with Less Data) （Zhenghua Chen、Sinno Pan Jialin教授主持，本人负责时间序列数据的建模与领域自适应算法的设计）。

[1] Cheng, L., Jia W. and Yang, W.* “A scope sensitive and result attentive model for multi-intent spoken language understanding.” In AAAI, 2023. (CCF A 类会议)

[2] Cheng, L., Jia W., and Yang, W.* “Capture Salient Historical Information: A Fast and Accurate Non-Autoregressive Model for Multi-turn Spoken Language Understanding.” ACM TOIS, 2022, 41(2), 1-32 (CCF A 类期刊)

[3] Cheng, L., Jia W. and Yang, W.* “An Effective Non-Autoregressive Model for Spoken Language Understanding.” In CIKM, 2021. （CCF B 类会议)

[4] Yang, W., Jia, W., Zhou, X., and Luo, Y. “Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network.” In IJCAI, 2019. (CCF A 类会议)

[5] Yang, W., Wang, K., Ruan, N., Gao, W., Jia, W., Zhao, W., ... and Zhang, Y. “Time-sync Video Tag Extraction Using Semantic Association Graph.” ACM TKDD, 2019, 13.4: 37. (CCF B 类期刊)

[6] Yang, W., Jia, W., Gao, W., Zhou, X., and Luo, Y. “Interactive Variance Attention based Online Spoiler Detection for Time-Sync Comments.” In CIKM, 2019. （CCF B 类会议)

[7] Yang, W., Gao, W., Zhou, X., Jia, W., Zhang, S., and Luo, Y. “Herding Effect based Attention for Personalized Time-Sync Video Recommendation.” In ICME, 2019. （CCF B 类会议)

[8] Yang, W., Ruan, N., Gao, W., Wang, K., Ran, W., and Jia, W. “Crowdsourced time-sync video tagging using semantic association graph.” In ICME, 2017. (CCF B 类会议)

[9] You, Y., Jia, W., Liu, T., and Yang, W. “Improving Abstractive Document Summarization with Salient Information Modeling.” In ACL, 2019. (CCF A 类会议)

[10] Zhou M., Li Z., Tan B., Zeng G., Yang, W., ... and Xie, P. “On the Generation of Medical Dialogs for COVID-19”. In ACL (short), 2021. (CCF A 类会议)

[11] Cao, H., Yang, W. and Ng H. “Mitigating Exposure Bias in Grammatical Error Correction with Data Augmentation and Reweighting.” In EACL, 2023. (CCF B 类会议)

[12] Cao, H., Yang, W. and Ng H. “Grammatical Error Correction with Contrastive Learning in Low Error Density Domains.” In findings of EMNLP (short), 2021. (CCF B 类会议)

[13] Cheng, L., Yang, W. and Jia W. “A Result based Portable Framework for Spoken Language Understanding.”In ICME, 2021. (CCF B 类会议)

[14] Zeng, G., Yang, W., Ju, Z., Yang, Y., Wang, S., Zhang, R., ... and Xie, P. (2020, November). “MedDialog: A Large-scale Medical Dialogue Dataset.” In EMNLP, 2020. (CCF B 类会议)

[15] Tang, Z., Jia, W., Zhou, X., Yang, W., and You, Y. (2020). “Representation and Reinforcement Learning for Task Scheduling in Edge Computing.” IEEE Transactions on Big Data, 8.3 (2020): 795-808. (CCF C 类期刊)

会议审稿人: ICME (2018-2019), AAAI (2020-至今), ACL (2020-至今), EMNLP (2020-至今), KDD(2022-至今), SDM(2023-至今)

期刊审稿人:

• Computational Linguistics Journal (长期审稿人)

• Information Processing & Management