Nianzu Ma

Towards a Continuous Knowledge Learning Engine for Chatbots pdf

Bing Liu, Sahisnu Mazumder, Nianzu Ma, 2018, ArXiv.

Lifelong Learning for Sentiment Classification pdf

Bing Liu, Zhiyuan Chen, Nianzu Ma, 2015, ACL.

Lifelong and Interactive Learning of Factual Knowledge in Dialogues pdf

Bing Liu, Sahisnu Mazumder, Shuai Wang, 2019, SIGdial.

Forward and Backward Knowledge Transfer for Sentiment Classification

Hao Wang, Bing Liu, Shuai Wang, 2019, ACML.

Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification

Bing Liu, Hao Wang, Sahisnu Mazumder, 2020, ACL.

Towards an Engine for Lifelong Interactive Knowledge Learning in Human-Machine Conversations

Bing Liu, Sahisnu Mazumder, Nianzu Ma, 2018 .

Hierarchical collaborative embedding for context-aware recommendations

Lei Zheng, Philip S. Yu, Bokai Cao, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Semantic Novelty Detection in Natural Language Descriptions

Bing Liu, Nianzu Ma, Eric Robertson, 2021, EMNLP.

Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning pdf

Bing Liu, Hu Xu, Zixuan Ke, 2021, NeurIPS.