- 命名实体识别：A Survey on Deep Learning for Named Entity Recognition，2018
- 关系抽取：More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction，2020
- 文本分类：Deep Learning Based Text Classification: A Comprehensive Review，2020
- 预训练模型：Pre-trained Models for Natural Language Processing: A Survey，2020。A Survey on Contextual Embeddings，2020
- 知识图谱：A Survey on Knowledge Graphs: Representation, Acquisition and Applications。2020。Knowledge Graphs
- 图神经网络综述。2019
