Michael Zeng

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 65

Top Topics

Text Summarization

Spoken Language

Speech Recognition

Top Venues

EMNLP (Findings)

Publications

Chenda Li, Yao Qian, Zhuo Chen, Naoyuki Kanda, Dongmei Wang, Takuya Yoshioka, Yanmin Qian, Michael Zeng
Adapting Multi-Lingual ASR Models for Handling Multiple Talkers. CoRR (2023)
Jan Pennekamp, Anastasiia Belova, Thomas Bergs, Matthias Bodenbenner, Andreas Bührig-Polaczek, Markus Dahlmanns, Ike Kunze, Moritz Kröger, Sandra Geisler, Martin Henze, Daniel Lütticke, Benjamin Montavon, Philipp Niemietz, Lucia Ortjohann, Maximilian Rudack, Robert H. Schmitt, Uwe Vroomen, Klaus Wehrle, Michael Zeng
Evolving the Digital Industrial Infrastructure for Production: Steps Taken and the Road Ahead. CoRR (2023)
Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han
Unsupervised Summarization with Customized Granularities. CoRR (2022)
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
CLIP-Event: Connecting Text and Images with Event Structures. CoRR (2022)
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
AdaPrompt: Adaptive Model Training for Prompt-based NLP. CoRR (2022)
Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng
Leveraging Knowledge in Multilingual Commonsense Reasoning. CoRR (2021)
Yao Qian, Ximo Bian, Yu Shi, Naoyuki Kanda, Leo Shen, Zhen Xiao, Michael Zeng
Speech-Language Pre-Training for End-to-End Spoken Language Understanding. ICASSP (2021)
Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
Want To Reduce Labeling Cost? GPT-3 Can Help. EMNLP (Findings) (2021)
Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering. CoRR (2021)
Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization. NAACL-HLT (2021)
Chengyi Wang, Yu Wu, Yao Qian, Ken'ichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data. CoRR (2021)
Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou, Ming Gong, Yichong Xu, Michael Zeng
Retrieval Enhanced Model for Commonsense Generation. CoRR (2021)
Ken'ichi Kumatani, Dimitrios Dimitriadis, Yashesh Gaur, Robert Gmyr, Sefik Emre Eskimez, Jinyu Li, Michael Zeng
Sequence-level self-learning with multiple hypotheses. CoRR (2021)
Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
Improving Zero-shot Neural Machine Translation on Language-specific Encoders-Decoders. CoRR (2021)
Yang Liu, Chenguang Zhu, Michael Zeng
End-to-End Segmentation-based News Summarization. CoRR (2021)
Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng
Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification. CoRR (2021)
Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization. CoRR (2021)
Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Furu Wei
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing. CoRR (2021)
Yixin Nie, Linjie Li, Zhe Gan, Shuohang Wang, Chenguang Zhu, Michael Zeng, Zicheng Liu, Mohit Bansal, Lijuan Wang
MLP Architectures for Vision-and-Language Modeling: An Empirical Study. CoRR (2021)
Ruochen Xu, Yuwei Fang, Chenguang Zhu, Michael Zeng
Does Knowledge Help General NLU? An Empirical Study. CoRR (2021)
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang
Enhancing Factual Consistency of Abstractive Summarization. NAACL-HLT (2021)
Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng
An Empirical Study of Training End-to-End Vision-and-Language Transformers. CoRR (2021)
Linhao Zhang, Yu Shi, Linjun Shou, Ming Gong, Houfeng Wang, Michael Zeng
A Joint and Domain-Adaptive Approach to Spoken Language Understanding. CoRR (2021)
Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
Leveraging Lead Bias for Zero-shot Abstractive News Summarization. SIGIR (2021)
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
Fusing Context Into Knowledge Graph for Commonsense Question Answering. ACL/IJCNLP (Findings) (2021)
Wei Wang, Shuo Ren, Yao Qian, Shujie Liu, Yu Shi, Yanmin Qian, Michael Zeng
Optimizing Alignment of Speech and Language Latent Spaces for End-to-End Speech Recognition and Understanding. CoRR (2021)
Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Sefik Emre Eskimez, Liyang Lu, Hong Qu, Michael Zeng
Generating Human Readable Transcript for Automatic Speech Recognition with Pre-Trained Language Model. ICASSP (2021)
Yao Qian, Ximo Bian, Yu Shi, Naoyuki Kanda, Leo Shen, Zhen Xiao, Michael Zeng
Speech-language Pre-training for End-to-end Spoken Language Understanding. CoRR (2021)
Michael Zeng
PI(t)D(t) Control and Motion Profiling for Omnidirectional Mobile Robots. CoRR (2021)
Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Sefik Emre Eskimez, Liyang Lu, Hong Qu, Michael Zeng
Generating Human Readable Transcript for Automatic Speech Recognition with Pre-trained Language Model. CoRR (2021)
Chengyi Wang, Yu Wu, Yao Qian, Ken'ichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data. ICML (2021)
Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
Improving Zero-shot Neural Machine Translation on Language-specific Encoders- Decoders. IJCNN (2021)
Yu-An Chung, Chenguang Zhu, Michael Zeng
SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding. NAACL-HLT (2021)
Lu Yuan, Dongdong Chen, Yi-Ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang
Florence: A New Foundation Model for Computer Vision. CoRR (2021)
Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention. CoRR (2021)
Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization. CoRR (2021)
Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou, Ming Gong, Yichong Xu, Michael Zeng
Retrieval Enhanced Model for Commonsense Generation. ACL/IJCNLP (Findings) (2021)
Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
Want To Reduce Labeling Cost? GPT-3 Can Help. CoRR (2021)
Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang
Dict-BERT: Enhancing Language Model Pre-training with Dictionary. CoRR (2021)
Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
Few-shot Natural Language Generation for Task-Oriented Dialog. EMNLP (Findings) (2020)
Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
Data Augmentation for Spoken Language Understanding via Pretrained Models. CoRR (2020)
Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
Few-shot Natural Language Generation for Task-Oriented Dialog. CoRR (2020)
Yao Qian, Yu Shi, Michael Zeng
Discriminative Transfer Learning for Optimizing ASR and Semantic Labeling in Task-Oriented Spoken Dialog. INTERSPEECH (2020)
Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising. CoRR (2020)
Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding. CoRR (2020)
Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang
End-to-End Abstractive Summarization for Meetings. CoRR (2020)
Yumo Xu, Chenguang Zhu, Baolin Peng, Michael Zeng
Meta Dialogue Policy Learning. CoRR (2020)
Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising. EMNLP (Findings) (2020)
Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang
Mixed-Lingual Pre-training for Cross-lingual Summarization. CoRR (2020)
Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining. EMNLP (Findings) (2020)
Junwei Liao, Sefik Emre Eskimez, Liyang Lu, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
Improving Readability for Automatic Speech Recognition Transcription. CoRR (2020)
Yu-An Chung, Chenguang Zhu, Michael Zeng
Semi-Supervised Speech-Language Joint Pre-Training for Spoken Language Understanding. CoRR (2020)
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
Fusing Context Into Knowledge Graph for Commonsense Reasoning. CoRR (2020)
Ken'ichi Kumatani, Dimitrios Dimitriadis, Yashesh Gaur, Robert Gmyr, Sefik Emre Eskimez, Jinyu Li, Michael Zeng
Sequence-Level Self-Learning with Multiple Hypotheses. INTERSPEECH (2020)
Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang
Mixed-Lingual Pre-training for Cross-lingual Summarization. AACL/IJCNLP (2020)
Beliz Gunel, Chenguang Zhu, Michael Zeng, Xuedong Huang
Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization. CoRR (2020)
Xie Chen, Sarangarajan Parthasarathy, William Gale, Shuangyu Chang, Michael Zeng
LSTM-LM with Long-Term History for First-Pass Decoding in Conversational Speech Recognition. CoRR (2020)
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang
Boosting Factual Correctness of Abstractive Summarization with Knowledge Graph. CoRR (2020)
Chenguang Zhu, Michael Zeng, Xuedong Huang
SIM: A Slot-Independent Neural Model for Dialogue State Tracking. SIGdial (2019)
Takuya Yoshioka, Zhuo Chen, Dimitrios Dimitriadis, William Hinthorn, Xuedong Huang, Andreas Stolcke, Michael Zeng
Meeting Transcription Using Virtual Microphone Arrays. CoRR (2019)
Chenguang Zhu, Michael Zeng, Xuedong Huang
SIM: A Slot-Independent Neural Model for Dialogue State Tracking. CoRR (2019)
Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang
Meeting Transcription Using Asynchronous Distant Microphones. INTERSPEECH (2019)
Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
Make Lead Bias in Your Favor: A Simple and Effective Method for News Summarization. CoRR (2019)
Chenguang Zhu, Michael Zeng, Xuedong Huang
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue. EMNLP/IJCNLP (1) (2019)
Chenguang Zhu, Michael Zeng, Xuedong Huang
SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering. CoRR (2018)