Xian-Ling Mao

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Speech and dialogue systems, Advanced Image and Video Retrieval Techniques

Most-Cited Works

• → InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training(2021)244 cited
• → Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System(2022)200 cited
• → Cross-Lingual Natural Language Generation via Pre-Training(2020)139 cited
• → Multi-View Intent Disentangle Graph Networks for Bundle Recommendation(2022)96 cited
• → Improving Knowledge-aware Recommendation with Multi-level Interactive Contrastive Learning(2022)88 cited
• → Deep Cross-Modal Hashing With Hashing Functions and Unified Hash Codes Jointly Learning(2020)88 cited
• → Read, Listen, and See: Leveraging Multimodal Information Helps Chinese Spell Checking(2021)81 cited
• → BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis(2022)75 cited
• → XLM-E: Cross-lingual Language Model Pre-training via ELECTRA(2022)73 cited