- 自然语言表示学习及其开源应用，钱伟长中文信息处理科学技术奖一等奖，2022
- A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck, COLING Outstanding Paper Award, 2022
- 复旦大学“研究生心目中的好导师”, 2022
- 复旦大学“钟扬式”好老师（复旦大学十佳教师）, 2022
- Aminer “Women in AI”, 2020, 2022
- Aminer “Most Influential Scholar Award Honorable Mention”, 2020-2022
- 上海市育才奖, 2021
- 基于学-练-研-评多维驱动教学模式的新工科人工智能核心课程群建设，上海市计算机学会教学成果奖一等奖, 2021
- Pre-trained Models for Natural Language Processing: A Survey,《中国科学：技术科学》2021年度高影响力论文奖, 2021
- Forbes China “Women in Tech”, 2020
- How to Fine-Tune BERT for Text Classification?, CCL Best Paper Award, 2019
- Model the Long-Term Post History for Hashtag Recommendation?, NLPCC Outstanding Paper Award, 2019
- A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis, COLING Area Chair Favorites Award, 2018
- Adversarial Multi-Criteria Learning for Chinese Word Segmentation, ACL Outstanding Paper Award, 2017
- 上海市教育系统巾帼建功标兵，2015
