Xindong Wu

Chinese Lexical Simplification

2020 · arXiv (Cornell University)

Lexical simplification has attracted much attention in many languages, which is the process of replacing complex words in a given sentence with simpler alternatives of equivalent meaning. Although the richness of vocabulary in Chinese makes …

On Deep Learning for Trust-Aware Recommendations in Social Networks

2016 · IEEE Transactions on Neural Networks and Learning Systems

With the emergence of online social networks, the social network-based recommendation approach is popularly used. The major benefit of this approach is the ability of dealing with the problems with cold-start users. In addition to …

Unifying Large Language Models and Knowledge Graphs: A Roadmap

2024 · IEEE Transactions on Knowledge and Data Engineering

Large language models (LLMs), such as ChatGPT and GPT4, are making new waves in the field of natural language processing and artificial intelligence, due to their emergent ability and generalizability. However, LLMs are black-box models, …