Nianzu Ma

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 13

Top Topics

Interactive Learning

Sentiment Classification

Novelty Detection

Knowledge Transfer

Top Venues

Publications

Nianzu Ma, Sahisnu Mazumder, Alexander Politowicz, Bing Liu, Eric Robertson, Scott Grigsby
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities. EMNLP (2022)
Nianzu Ma, Sahisnu Mazumder, Alexander Politowicz, Bing Liu, Eric Robertson, Scott Grigsby
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities. CoRR (2022)
Zixuan Ke, Bing Liu, Nianzu Ma, Hu Xu, Lei Shu
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning. CoRR (2021)
Zixuan Ke, Bing Liu, Nianzu Ma, Hu Xu, Lei Shu
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning. NeurIPS (2021)
Nianzu Ma, Alexander Politowicz, Sahisnu Mazumder, Jiahua Chen, Bing Liu, Eric Robertson, Scott Grigsby
Semantic Novelty Detection in Natural Language Descriptions. EMNLP (1) (2021)
Nianzu Ma, Sahisnu Mazumder, Hao Wang, Bing Liu
Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification. ACL (2020)
Sahisnu Mazumder, Bing Liu, Shuai Wang, Nianzu Ma
Lifelong and Interactive Learning of Factual Knowledge in Dialogues. CoRR (2019)
Hao Wang, Bing Liu, Shuai Wang, Nianzu Ma, Yan Yang
Forward and Backward Knowledge Transfer for Sentiment Classification. CoRR (2019)
Hao Wang, Bing Liu, Shuai Wang, Nianzu Ma, Yan Yang
Forward and Backward Knowledge Transfer for Sentiment Classification. ACML (2019)
Sahisnu Mazumder, Bing Liu, Shuai Wang, Nianzu Ma
Lifelong and Interactive Learning of Factual Knowledge in Dialogues. SIGdial (2019)
Zhiyuan Chen, Nianzu Ma, Bing Liu
Lifelong Learning for Sentiment Classification. CoRR (2018)
Sahisnu Mazumder, Nianzu Ma, Bing Liu
Towards a Continuous Knowledge Learning Engine for Chatbots. CoRR (2018)
Lei Zheng, Bokai Cao, Vahid Noroozi, Philip S. Yu, Nianzu Ma
Hierarchical collaborative embedding for context-aware recommendations. IEEE BigData (2017)
Zhiyuan Chen, Nianzu Ma, Bing Liu
Lifelong Learning for Sentiment Classification. ACL (2) (2015)