Michael Zeng

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 68

Top Topics

Speech Recognition

Document Processing

Commonsense Reasoning

Top Venues

EMNLP (Findings)

Publications

Leying Zhang, Yao Qian, Long Zhou, Shujie Liu, Dongmei Wang, Xiaofei Wang, Midia Yousefi, Yanmin Qian, Jinyu Li, Lei He, Sheng Zhao, Michael Zeng
CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations. CoRR (2024)
Naoyuki Kanda, Xiaofei Wang, Sefik Emre Eskimez, Manthan Thakker, Hemin Yang, Zirun Zhu, Min Tang, Canrun Li, Steven Tsai, Zhen Xiao, Yufei Xia, Jinzhu Li, Yanqing Liu, Sheng Zhao, Michael Zeng
Making Flow-Matching-Based Zero-Shot Text-to-Speech Laugh as You Like. CoRR (2024)
Shaoshi Ling, Yuxuan Hu, Shuangbei Qian, Guoli Ye, Yao Qian, Yifan Gong, Ed Lin, Michael Zeng
Adapting Large Language Model with Speech for Fully Formatted End-to-End Speech Recognition. ICASSP (2024)
Chenyang Le, Yao Qian, Dongmei Wang, Long Zhou, Shujie Liu, Xiaofei Wang, Midia Yousefi, Yanmin Qian, Jinyu Li, Sheng Zhao, Michael Zeng
TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation. CoRR (2024)
Chenyang Le, Yao Qian, Long Zhou, Shujie Liu, Yanmin Qian, Michael Zeng, Xuedong Huang
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation. NeurIPS (2023)
Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Pengcheng He, Chenguang Zhu, Michael Zeng
LMGQS: A Large-scale Dataset for Query-focused Summarization. EMNLP (Findings) (2023)
Pengcheng He, Baolin Peng, Song Wang, Yang Liu, Ruochen Xu, Hany Hassan, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization. ACL (1) (2023)
Heming Wang, Yao Qian, Hemin Yang, Nauyuki Kanda, Peidong Wang, Takuya Yoshioka, Xiaofei Wang, Yiming Wang, Shujie Liu, Zhuo Chen, DeLiang Wang, Michael Zeng
DATA2VEC-SG: Improving Self-Supervised Learning Representations for Speech Generation Tasks. ICASSP (2023)
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. INTERSPEECH (2023)
Zhengyuan Yang, Jianfeng Wang, Zhe Gan, Linjie Li, Kevin Lin, Chenfei Wu, Nan Duan, Zicheng Liu, Ce Liu, Michael Zeng, Lijuan Wang
ReCo: Region-Controlled Text-to-Image Generation. CVPR (2023)
Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT. EMNLP (Findings) (2023)
Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng
LMGQS: A Large-scale Dataset for Query-focused Summarization. CoRR (2023)
Haibin Yu, Yuxuan Hu, Yao Qian, Ma Jin, Linquan Liu, Shujie Liu, Yu Shi, Yanmin Qian, Edward Lin, Michael Zeng
Code-Switching Text Generation and Injection in Mandarin-English ASR. ICASSP (2023)
Zhengyuan Yang, Linjie Li, Jianfeng Wang, Kevin Lin, Ehsan Azarnasab, Faisal Ahmed, Zicheng Liu, Ce Liu, Michael Zeng, Lijuan Wang
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action. CoRR (2023)
Junwei Liao, Sefik Emre Eskimez, Liyang Lu, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
Improving Readability for Automatic Speech Recognition Transcription. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (5) (2023)
Leying Zhang, Yao Qian, Linfeng Yu, Heming Wang, Xinkai Wang, Hemin Yang, Long Zhou, Shujie Liu, Yanmin Qian, Michael Zeng
Diffusion Conditional Expectation Model for Efficient and Robust Target Speech Extraction. CoRR (2023)
Chenda Li, Yao Qian, Zhuo Chen, Dongmei Wang, Takuya Yoshioka, Shujie Liu, Yanmin Qian, Michael Zeng
Target Sound Extraction with Variable Cross-Modality Clues. ICASSP (2023)
Reid Pryzant, Dan Iter, Jerry Li, Yin Tat Lee, Chenguang Zhu, Michael Zeng
Automatic Prompt Optimization with "Gradient Descent" and Beam Search. CoRR (2023)
Zineng Tang, Ziyi Yang, Chenguang Zhu, Michael Zeng, Mohit Bansal
Any-to-Any Generation via Composable Diffusion. NeurIPS (2023)
Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang
Generate rather than Retrieve: Large Language Models are Strong Context Generators. ICLR (2023)
Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
Unifying Vision, Text, and Layout for Universal Document Processing. CVPR (2023)
Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization. ACL (1) (2023)
Haibin Yu, Yuxuan Hu, Yao Qian, Ma Jin, Linquan Liu, Shujie Liu, Yu Shi, Yanmin Qian, Edward Lin, Michael Zeng
Code-Switching Text Generation and Injection in Mandarin-English ASR. CoRR (2023)
Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
i-Code: An Integrative and Composable Multimodal Learning Framework. AAAI (2023)
Zineng Tang, Ziyi Yang, Chenguang Zhu, Michael Zeng, Mohit Bansal
Any-to-Any Generation via Composable Diffusion. CoRR (2023)
Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Mei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data. CoRR (2023)
Bin Xiao, Haiping Wu, Weijian Xu, Xiyang Dai, Houdong Hu, Yumao Lu, Michael Zeng, Ce Liu, Lu Yuan
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks. CoRR (2023)
Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT. CoRR (2023)
Yuwei Fang, Mahmoud Khademi, Chenguang Zhu, Ziyi Yang, Reid Pryzant, Yichong Xu, Yao Qian, Takuya Yoshioka, Lu Yuan, Michael Zeng, Xuedong Huang
i-Code Studio: A Configurable and Composable Framework for Integrative AI. CoRR (2023)
Chenyang Le, Yao Qian, Long Zhou, Shujie Liu, Michael Zeng, Xuedong Huang
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation. CoRR (2023)
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
MACSum: Controllable Summarization with Mixed Attributes. Trans. Assoc. Comput. Linguistics 11 (2023)
Reid Pryzant, Dan Iter, Jerry Li, Yin Tat Lee, Chenguang Zhu, Michael Zeng
Automatic Prompt Optimization with "Gradient Descent" and Beam Search. EMNLP (2023)
Chenda Li, Yao Qian, Zhuo Chen, Dongmei Wang, Takuya Yoshioka, Shujie Liu, Yanmin Qian, Michael Zeng
Target Sound Extraction with Variable Cross-modality Clues. CoRR (2023)
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. CVPR (2022)
Zhengyang Chen, Yao Qian, Bing Han, Yanmin Qian, Michael Zeng
A comprehensive study on self-supervised distillation for speaker representation learning. CoRR (2022)
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning. CoRR (2022)
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. ICASSP (2022)
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning. NeurIPS (2022)
Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
Task Compass: Scaling Multi-task Pre-training with Task Prefix. CoRR (2022)
Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
i-Code: An Integrative and Composable Multimodal Learning Framework. CoRR (2022)
Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng
Automatic Rule Induction for Efficient Semi-Supervised Learning. EMNLP (Findings) (2022)
Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization. AAAI (2022)
Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
Unifying Vision, Text, and Layout for Universal Document Processing. CoRR (2022)
Ruochen Xu, Chenguang Zhu, Michael Zeng
Narrate Dialogues for Better Summarization. EMNLP (Findings) (2022)
Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han
Unsupervised Multi-Granularity Summarization. EMNLP (Findings) (2022)
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. IJCAI (2022)
Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang
Generate rather than Retrieve: Large Language Models are Strong Context Generators. CoRR (2022)
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
MACSum: Controllable Summarization with Mixed Attributes. CoRR (2022)
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. ACL (Findings) (2022)
Yang Liu, Chenguang Zhu, Michael Zeng
End-to-End Segmentation-based News Summarization. ACL (Findings) (2022)
Zhengyuan Yang, Jianfeng Wang, Zhe Gan, Linjie Li, Kevin Lin, Chenfei Wu, Nan Duan, Zicheng Liu, Ce Liu, Michael Zeng, Lijuan Wang
ReCo: Region-Controlled Text-to-Image Generation. CoRR (2022)
Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation. EMNLP (2022)
Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng
Leveraging Knowledge in Multilingual Commonsense Reasoning. ACL (Findings) (2022)
Chenguang Zhu, Michael Zeng
Impossible Triangle: What's Next for Pre-trained Language Models? CoRR (2022)
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, Xiangzhan Yu, Furu Wei
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
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. ACL (1) (2022)
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. ICASSP (2022)
Zhengyang Chen, Yao Qian, Bing Han, Yanmin Qian, Michael Zeng
A Comprehensive Study on Self-Supervised Distillation for Speaker Representation Learning. SLT (2022)
Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding. AAAI (2022)
Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data. CoRR (2022)
Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data. ACL (1) (2022)
Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
Task Compass: Scaling Multi-task Pre-training with Task Prefix. EMNLP (Findings) (2022)
Pengcheng He, Baolin Peng, Liyang Lu, Song Wang, Jie Mei, Yang Liu, Ruochen Xu, Hany Hassan Awadalla, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization. CoRR (2022)
Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
UniSumm: Unified Few-shot Summarization with Multi-Task Pre-Training and Prefix-Tuning. 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. CVPR (2022)
Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng
Automatic Rule Induction for Efficient Semi-Supervised Learning. CoRR (2022)
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
AdaPrompt: Adaptive Model Training for Prompt-based NLP. EMNLP (Findings) (2022)
Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
Data Augmentation for Spoken Language Understanding via Pretrained Language Models. Interspeech (2021)