Mingbin Xu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 18

Top Topics

Speaker Independent

Named Entity Recognition

Speech Recognition

Top Venues

Publications

Zhihong Lei, Ernest Pusateri, Shiyi Han, Leo Liu, Mingbin Xu, Tim Ng, Ruchir Travadi, Youyuan Zhang, Mirko Hannemann, Man-Hung Siu, Zhen Huang
Personalization of CTC-Based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization. ICASSP (2024)
Shiyi Han, Zhihong Lei, Mingbin Xu, Xingyu Na, Zhen Huang
Enhancing CTC-based speech recognition with diverse modeling units. CoRR (2024)
Mingbin Xu, Alex Jin, Sicheng Wang, Mu Su, Tim Ng, Henry Mason, Shiyi Han, Yaqiao Deng, Zhen Huang, Mahesh Krishnamoorthy
Conformer-Based Speech Recognition On Extreme Edge-Computing Devices. CoRR (2023)
Mingbin Xu, Congzheng Song, Ye Tian, Neha Agrawal, Filip Granqvist, Rogier C. van Dalen, Xiao Zhang, Arturo Argueta, Shiyi Han, Yaqiao Deng, Leo Liu, Anmol Walia, Alex Jin
Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices. ICASSP (2023)
Zhihong Lei, Ernest Pusateri, Shiyi Han, Leo Liu, Mingbin Xu, Tim Ng, Ruchir Travadi, Youyuan Zhang, Mirko Hannemann, Man-Hung Siu, Zhen Huang
Personalization of CTC-based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization. CoRR (2023)
Zhihong Lei, Mingbin Xu, Shiyi Han, Leo Liu, Zhen Huang, Tim Ng, Yuanyuan Zhang, Ernest Pusateri, Mirko Hannemann, Yaqiao Deng, Man-Hung Siu
Acoustic Model Fusion for End-to-end Speech Recognition. CoRR (2023)
Zhihong Lei, Mingbin Xu, Shiyi Han, Leo Liu, Zhen Huang, Tim Ng, Yuanyuan Zhang, Ernest Pusateri, Mirko Hannemann, Yaqiao Deng, Man-Hung Siu
Acoustic Model Fusion For End-to-End Speech Recognition. ASRU (2023)
Mingbin Xu, Congzheng Song, Ye Tian, Neha Agrawal, Filip Granqvist, Rogier C. van Dalen, Xiao Zhang, Arturo Argueta, Shiyi Han, Yaqiao Deng, Leo Liu, Anmol Walia, Alex Jin
Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices. CoRR (2022)
Nargiza Nosirova, Mingbin Xu, Hui Jiang
A Multi-task Learning Approach for Named Entity Recognition using Local Detection. CoRR (2019)
Dekun Wu, Nana Nosirova, Hui Jiang, Mingbin Xu
A General FOFE-net Framework for Simple and Effective Question Answering over Knowledge Bases. CoRR (2019)
Xi Zhu, Mingbin Xu, Hui Jiang
Fixed-Size Ordinally Forgetting Encoding Based Word Sense Disambiguation. CoRR (2019)
Nargiza Nosirova, Mingbin Xu, Hui Jiang
Effective Context and Fragment Feature Usage for Named Entity Recognition. CoRR (2019)
Sedtawut Watcharawittayakul, Mingbin Xu, Hui Jiang
Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models. EMNLP (2018)
Mingbin Xu, Hui Jiang, Sedtawut Watcharawittayakul
A Local Detection Approach for Named Entity Recognition and Mention Detection. ACL (1) (2017)
Mingbin Xu, Nargiza Nosirova, Kelvin Jiang, Feng Wei, Hui Jiang
FOFE-based Deep Neural Networks for Entity Discovery and Linking. TAC (2017)
Joseph Sanu, Mingbin Xu, Hui Jiang, Quan Liu
Word Embeddings based on Fixed-Size Ordinally Forgetting Encoding. EMNLP (2017)
Mingbin Xu, Feng Wei, Sedtawut Watcharawittayakul, Yuchen Kang, Hui Jiang
The YorkNRM Systems for Trilingual EDL Tasks at TAC KBP 2016. TAC (2016)
Mingbin Xu, Hui Jiang
A FOFE-based Local Detection Approach for Named Entity Recognition and Mention Detection. CoRR (2016)
Henry Liu, Mingbin Xu, Ziting Yu, Vincent Corvinelli, Calisto Zuzarte
Cardinality estimation using neural networks. CASCON (2015)
Shiliang Zhang, Hui Jiang, Mingbin Xu, Junfeng Hou, Li-Rong Dai
The Fixed-Size Ordinally-Forgetting Encoding Method for Neural Network Language Models. ACL (2) (2015)
Shiliang Zhang, Hui Jiang, Mingbin Xu, Junfeng Hou, Li-Rong Dai
A Fixed-Size Encoding Method for Variable-Length Sequences with its Application to Neural Network Language Models. CoRR (2015)