Michael Zeng

138 papers A* 19A 5B 2Misc 8Journal 75Unranked 29
YearRankTypeTitle / Venue / Authors
2024 Misc conf
Adapting Large Language Model with Speech for Fully Formatted End-to-End Speech Recognition.
ICASSP
Shaoshi Ling, Yuxuan Hu, Shuangbei Qian, Guoli Ye, Yao Qian, Yifan Gong, Ed Lin, Michael Zeng
2024 A* conf
CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations.
NeurIPS
Leying Zhang, Yao Qian, Long Zhou, Shujie Liu, Dongmei Wang, Xiaofei Wang, Midia Yousefi, Yanmin Qian, Jinyu Li, Lei He, Sheng Zhao, Michael Zeng
2024 J jnl
CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations.
CoRR
Leying Zhang, Yao Qian, Long Zhou, Shujie Liu, Dongmei Wang, Xiaofei Wang, Midia Yousefi, Yanmin Qian, Jinyu Li, Lei He, Sheng Zhao, Michael Zeng
2024 A* conf
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks.
CVPR
Bin Xiao, Haiping Wu, Weijian Xu, Xiyang Dai, Houdong Hu, Yumao Lu, Michael Zeng, Ce Liu, Lu Yuan
2024 — conf
Investigating Neural Audio Codecs For Speech Language Model-Based Speech Generation.
SLT
Jiaqi Li, Dongmei Wang, Xiaofei Wang, Yao Qian, Long Zhou, Shujie Liu, Midia Yousefi, Canrun Li, Chung-Hsien Tsai, Zhen Xiao, Yanqing Liu, Jun-Kun Chen, Sheng Zhao, Jinyu Li, Zhizheng Wu, Michael Zeng
2024 J jnl
Investigating Neural Audio Codecs for Speech Language Model-Based Speech Generation.
CoRR
Jiaqi Li, Dongmei Wang, Xiaofei Wang, Yao Qian, Long Zhou, Shujie Liu, Midia Yousefi, Canrun Li, Chung-Hsien Tsai, Zhen Xiao, Yanqing Liu, Jun-Kun Chen, Sheng Zhao, Jinyu Li, Zhizheng Wu, Michael Zeng
2024 J jnl
Making Flow-Matching-Based Zero-Shot Text-to-Speech Laugh as You Like.
CoRR
Naoyuki Kanda, Xiaofei Wang, Sefik Emre Eskimez, Manthan Thakker, Hemin Yang, Zirun Zhu, Min Tang, Canrun Li, Chung-Hsien Tsai, Zhen Xiao, Yufei Xia, Jinzhu Li, Yanqing Liu, Sheng Zhao, Michael Zeng
2024 A* conf
TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation.
NeurIPS
Chenyang Le, Yao Qian, Dongmei Wang, Long Zhou, Shujie Liu, Xiaofei Wang, Midia Yousefi, Yanmin Qian, Jinyu Li, Sheng Zhao, Michael Zeng
2024 J jnl
TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation.
CoRR
Chenyang Le, Yao Qian, Dongmei Wang, Long Zhou, Shujie Liu, Xiaofei Wang, Midia Yousefi, Yanmin Qian, Jinyu Li, Sheng Zhao, Michael Zeng
2024 — conf
i-Code Studio: A Configurable and Composable Framework for Integrative AI.
EMNLP (System Demonstrations)
Yuwei Fang, Mahmoud Khademi, Chenguang Zhu, Ziyi Yang, Reid Pryzant, Yichong Xu, Yao Qian, Takuya Yoshioka, Lu Yuan, Michael Zeng, Xuedong Huang
2024 — conf
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data.
NAACL-HLT (Findings)
Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Xuemei Gao, Yi-ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
2023 A conf
Adapting Multi-Lingual ASR Models for Handling Multiple Talkers.
INTERSPEECH
Chenda Li, Yao Qian, Zhuo Chen, Naoyuki Kanda, Dongmei Wang, Takuya Yoshioka, Yanmin Qian, Michael Zeng
2023 J jnl
Adapting Multi-Lingual ASR Models for Handling Multiple Talkers.
CoRR
Chenda Li, Yao Qian, Zhuo Chen, Naoyuki Kanda, Dongmei Wang, Takuya Yoshioka, Yanmin Qian, Michael Zeng
2023 A* conf
Any-to-Any Generation via Composable Diffusion.
NeurIPS
Zineng Tang, Ziyi Yang, Chenguang Zhu, Michael Zeng, Mohit Bansal
2023 J jnl
Any-to-Any Generation via Composable Diffusion.
CoRR
Zineng Tang, Ziyi Yang, Chenguang Zhu, Michael Zeng, Mohit Bansal
2023 A* conf
Automatic Prompt Optimization with "Gradient Descent" and Beam Search.
EMNLP
Reid Pryzant, Dan Iter, Jerry Li, Yin Tat Lee, Chenguang Zhu, Michael Zeng
2023 J jnl
Automatic Prompt Optimization with "Gradient Descent" and Beam Search.
CoRR
Reid Pryzant, Dan Iter, Jerry Li, Yin Tat Lee, Chenguang Zhu, Michael Zeng
2023 Misc conf
Code-Switching Text Generation and Injection in Mandarin-English ASR.
ICASSP
Haibin Yu, Yuxuan Hu, Yao Qian, Ma Jin, Linquan Liu, Shujie Liu, Yu Shi, Yanmin Qian, Edward Lin, Michael Zeng
2023 J jnl
Code-Switching Text Generation and Injection in Mandarin-English ASR.
CoRR
Haibin Yu, Yuxuan Hu, Yao Qian, Ma Jin, Linquan Liu, Shujie Liu, Yu Shi, Yanmin Qian, Edward Lin, Michael Zeng
2023 A* conf
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation.
NeurIPS
Chenyang Le, Yao Qian, Long Zhou, Shujie Liu, Yanmin Qian, Michael Zeng, Xuedong Huang
2023 J jnl
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation.
CoRR
Chenyang Le, Yao Qian, Long Zhou, Shujie Liu, Michael Zeng, Xuedong Huang
2023 Misc conf
DATA2VEC-SG: Improving Self-Supervised Learning Representations for Speech Generation Tasks.
ICASSP
Heming Wang, Yao Qian, Hemin Yang, Naoyuki Kanda, Peidong Wang, Takuya Yoshioka, Xiaofei Wang, Yiming Wang, Shujie Liu, Zhuo Chen, DeLiang Wang, Michael Zeng
2023 J jnl
Diffusion Conditional Expectation Model for Efficient and Robust Target Speech Extraction.
CoRR
Leying Zhang, Yao Qian, Linfeng Yu, Heming Wang, Xinkai Wang, Hemin Yang, Long Zhou, Shujie Liu, Yanmin Qian, Michael Zeng
2023 J jnl
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks.
CoRR
Bin Xiao, Haiping Wu, Weijian Xu, Xiyang Dai, Houdong Hu, Yumao Lu, Michael Zeng, Ce Liu, Lu Yuan
2023 A* conf
Generate rather than Retrieve: Large Language Models are Strong Context Generators.
ICLR
Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang
2023 J jnl
Improving Readability for Automatic Speech Recognition Transcription.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Junwei Liao, Sefik Emre Eskimez, Liyang Lu, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
2023 — conf
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT.
EMNLP (Findings)
Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
2023 J jnl
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT.
CoRR
Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
2023 — conf
LMGQS: A Large-scale Dataset for Query-focused Summarization.
EMNLP (Findings)
Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Pengcheng He, Chenguang Zhu, Michael Zeng
2023 J jnl
LMGQS: A Large-scale Dataset for Query-focused Summarization.
CoRR
Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng
2023 J jnl
MACSum: Controllable Summarization with Mixed Attributes.
Trans. Assoc. Comput. Linguistics
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
2023 J jnl
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action.
CoRR
Zhengyuan Yang, Linjie Li, Jianfeng Wang, Kevin Lin, Ehsan Azarnasab, Faisal Ahmed, Zicheng Liu, Ce Liu, Michael Zeng, Lijuan Wang
2023 A* conf
ReCo: Region-Controlled Text-to-Image Generation.
CVPR
Zhengyuan Yang, Jianfeng Wang, Zhe Gan, Linjie Li, Kevin Lin, Chenfei Wu, Nan Duan, Zicheng Liu, Ce Liu, Michael Zeng, Lijuan Wang
2023 Misc conf
Target Sound Extraction with Variable Cross-Modality Clues.
ICASSP
Chenda Li, Yao Qian, Zhuo Chen, Dongmei Wang, Takuya Yoshioka, Shujie Liu, Yanmin Qian, Michael Zeng
2023 J jnl
Target Sound Extraction with Variable Cross-modality Clues.
CoRR
Chenda Li, Yao Qian, Zhuo Chen, Dongmei Wang, Takuya Yoshioka, Shujie Liu, Yanmin Qian, Michael Zeng
2023 — conf
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization.
ACL (1)
Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
2023 A* conf
Unifying Vision, Text, and Layout for Universal Document Processing.
CVPR
Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
2023 — conf
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization.
ACL (1)
Pengcheng He, Baolin Peng, Song Wang, Yang Liu, Ruochen Xu, Hany Hassan, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang
2023 J jnl
i-Code Studio: A Configurable and Composable Framework for Integrative AI.
CoRR
Yuwei Fang, Mahmoud Khademi, Chenguang Zhu, Ziyi Yang, Reid Pryzant, Yichong Xu, Yao Qian, Takuya Yoshioka, Lu Yuan, Michael Zeng, Xuedong Huang
2023 J jnl
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data.
CoRR
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
2023 A* conf
i-Code: An Integrative and Composable Multimodal Learning Framework.
AAAI
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
2022 — conf
A Comprehensive Study on Self-Supervised Distillation for Speaker Representation Learning.
SLT
Zhengyang Chen, Yao Qian, Bing Han, Yanmin Qian, Michael Zeng
2022 J jnl
A comprehensive study on self-supervised distillation for speaker representation learning.
CoRR
Zhengyang Chen, Yao Qian, Bing Han, Yanmin Qian, Michael Zeng
2022 — conf
AdaPrompt: Adaptive Model Training for Prompt-based NLP.
EMNLP (Findings)
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
2022 J jnl
AdaPrompt: Adaptive Model Training for Prompt-based NLP.
CoRR
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
2022 A* conf
An Empirical Study of Training End-to-End Vision-and-Language Transformers.
CVPR
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
2022 — conf
Automatic Rule Induction for Efficient Semi-Supervised Learning.
EMNLP (Findings)
Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng
2022 J jnl
Automatic Rule Induction for Efficient Semi-Supervised Learning.
CoRR
Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng
2022 A* conf
CLIP-Event: Connecting Text and Images with Event Structures.
CVPR
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
2022 J jnl
CLIP-Event: Connecting Text and Images with Event Structures.
CoRR
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
2022 A* conf
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization.
AAAI
Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
2022 — conf
Dict-BERT: Enhancing Language Model Pre-training with Dictionary.
ACL (Findings)
Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang
2022 — conf
End-to-End Segmentation-based News Summarization.
ACL (Findings)
Yang Liu, Chenguang Zhu, Michael Zeng
2022 J jnl
Generate rather than Retrieve: Large Language Models are Strong Context Generators.
CoRR
Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang
2022 A* conf
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention.
IJCAI
Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang
2022 J jnl
Impossible Triangle: What's Next for Pre-trained Language Models?
CoRR
Chenguang Zhu, Michael Zeng
2022 A* conf
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding.
AAAI
Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng
2022 — conf
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering.
ACL (1)
Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng
2022 Misc conf
Large-Scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification.
ICASSP
Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng
2022 — conf
Leveraging Knowledge in Multilingual Commonsense Reasoning.
ACL (Findings)
Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng
2022 J jnl
MACSum: Controllable Summarization with Mixed Attributes.
CoRR
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
2022 — conf
Narrate Dialogues for Better Summarization.
EMNLP (Findings)
Ruochen Xu, Chenguang Zhu, Michael Zeng
2022 Misc conf
Optimizing Alignment of Speech and Language Latent Spaces for End-To-End Speech Recognition and Understanding.
ICASSP
Wei Wang, Shuo Ren, Yao Qian, Shujie Liu, Yu Shi, Yanmin Qian, Michael Zeng
2022 A* conf
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation.
EMNLP
Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng
2022 J jnl
ReCo: Region-Controlled Text-to-Image Generation.
CoRR
Zhengyuan Yang, Jianfeng Wang, Zhe Gan, Linjie Li, Kevin Lin, Chenfei Wu, Nan Duan, Zicheng Liu, Ce Liu, Michael Zeng, Lijuan Wang
2022 — conf
Task Compass: Scaling Multi-task Pre-training with Task Prefix.
EMNLP (Findings)
Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
2022 J jnl
Task Compass: Scaling Multi-task Pre-training with Task Prefix.
CoRR
Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
2022 — conf
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data.
ACL (1)
Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
2022 J jnl
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data.
CoRR
Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
2022 J jnl
UniSumm: Unified Few-shot Summarization with Multi-Task Pre-Training and Prefix-Tuning.
CoRR
Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
2022 J jnl
Unifying Vision, Text, and Layout for Universal Document Processing.
CoRR
Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
2022 — conf
Unsupervised Multi-Granularity Summarization.
EMNLP (Findings)
Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han
2022 J jnl
Unsupervised Summarization with Customized Granularities.
CoRR
Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han
2022 A* conf
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning.
NeurIPS
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
2022 J jnl
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning.
CoRR
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng
2022 J jnl
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing.
IEEE J. Sel. Top. Signal Process.
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
2022 J jnl
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization.
CoRR
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
2022 J jnl
i-Code: An Integrative and Composable Multimodal Learning Framework.
CoRR
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
2021 J jnl
A Joint and Domain-Adaptive Approach to Spoken Language Understanding.
CoRR
Linhao Zhang, Yu Shi, Linjun Shou, Ming Gong, Houfeng Wang, Michael Zeng
2021 J jnl
An Empirical Study of Training End-to-End Vision-and-Language Transformers.
CoRR
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
2021 A conf
Data Augmentation for Spoken Language Understanding via Pretrained Language Models.
Interspeech
Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
2021 J jnl
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization.
CoRR
Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
2021 J jnl
Dict-BERT: Enhancing Language Model Pre-training with Dictionary.
CoRR
Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang
2021 J jnl
Does Knowledge Help General NLU? An Empirical Study.
CoRR
Ruochen Xu, Yuwei Fang, Chenguang Zhu, Michael Zeng
2021 J jnl
End-to-End Segmentation-based News Summarization.
CoRR
Yang Liu, Chenguang Zhu, Michael Zeng
2021 — conf
Enhancing Factual Consistency of Abstractive Summarization.
NAACL-HLT
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang
2021 J jnl
Florence: A New Foundation Model for Computer Vision.
CoRR
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
2021 — conf
Fusing Context Into Knowledge Graph for Commonsense Question Answering.
ACL/IJCNLP (Findings)
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
2021 Misc conf
Generating Human Readable Transcript for Automatic Speech Recognition with Pre-Trained Language Model.
ICASSP
Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Sefik Emre Eskimez, Liyang Lu, Hong Qu, Michael Zeng
2021 J jnl
Generating Human Readable Transcript for Automatic Speech Recognition with Pre-trained Language Model.
CoRR
Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Sefik Emre Eskimez, Liyang Lu, Hong Qu, Michael Zeng
2021 J jnl
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention.
CoRR
Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang
2021 B conf
Improving Zero-shot Neural Machine Translation on Language-specific Encoders- Decoders.
IJCNN
Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
2021 J jnl
Improving Zero-shot Neural Machine Translation on Language-specific Encoders-Decoders.
CoRR
Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
2021 J jnl
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering.
CoRR
Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng
2021 J jnl
Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification.
CoRR
Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng
2021 J jnl
Leveraging Knowledge in Multilingual Commonsense Reasoning.
CoRR
Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng
2021 A* conf
Leveraging Lead Bias for Zero-shot Abstractive News Summarization.
SIGIR
Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
2021 J jnl
MLP Architectures for Vision-and-Language Modeling: An Empirical Study.
CoRR
Yixin Nie, Linjie Li, Zhe Gan, Shuohang Wang, Chenguang Zhu, Michael Zeng, Zicheng Liu, Mohit Bansal, Lijuan Wang
2021 — conf
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization.
NAACL-HLT
Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng
2021 J jnl
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization.
CoRR
Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng
2021 J jnl
Optimizing Alignment of Speech and Language Latent Spaces for End-to-End Speech Recognition and Understanding.
CoRR
Wei Wang, Shuo Ren, Yao Qian, Shujie Liu, Yu Shi, Yanmin Qian, Michael Zeng
2021 — conf
Retrieval Enhanced Model for Commonsense Generation.
ACL/IJCNLP (Findings)
Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou, Ming Gong, Yichong Xu, Michael Zeng
2021 J jnl
Retrieval Enhanced Model for Commonsense Generation.
CoRR
Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou, Ming Gong, Yichong Xu, Michael Zeng
2021 — conf
SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding.
NAACL-HLT
Yu-An Chung, Chenguang Zhu, Michael Zeng
2021 J jnl
Sequence-level self-learning with multiple hypotheses.
CoRR
Ken'ichi Kumatani, Dimitrios Dimitriadis, Yashesh Gaur, Robert Gmyr, Sefik Emre Eskimez, Jinyu Li, Michael Zeng
2021 Misc conf
Speech-Language Pre-Training for End-to-End Spoken Language Understanding.
ICASSP
Yao Qian, Ximo Bian, Yu Shi, Naoyuki Kanda, Leo Shen, Zhen Xiao, Michael Zeng
2021 J jnl
Speech-language Pre-training for End-to-end Spoken Language Understanding.
CoRR
Yao Qian, Ximo Bian, Yu Shi, Naoyuki Kanda, Leo Shen, Zhen Xiao, Michael Zeng
2021 A* conf
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data.
ICML
Chengyi Wang, Yu Wu, Yao Qian, Ken'ichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang
2021 J jnl
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data.
CoRR
Chengyi Wang, Yu Wu, Yao Qian, Ken'ichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang
2021 — conf
Want To Reduce Labeling Cost? GPT-3 Can Help.
EMNLP (Findings)
Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
2021 J jnl
Want To Reduce Labeling Cost? GPT-3 Can Help.
CoRR
Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
2021 J jnl
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing.
CoRR
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
2020 — conf
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining.
EMNLP (Findings)
Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang
2020 J jnl
Boosting Factual Correctness of Abstractive Summarization with Knowledge Graph.
CoRR
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang
2020 J jnl
Data Augmentation for Spoken Language Understanding via Pretrained Models.
CoRR
Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
2020 A conf
Discriminative Transfer Learning for Optimizing ASR and Semantic Labeling in Task-Oriented Spoken Dialog.
INTERSPEECH
Yao Qian, Yu Shi, Michael Zeng
2020 J jnl
End-to-End Abstractive Summarization for Meetings.
CoRR
Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang
2020 — conf
Few-shot Natural Language Generation for Task-Oriented Dialog.
EMNLP (Findings)
Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
2020 J jnl
Few-shot Natural Language Generation for Task-Oriented Dialog.
CoRR
Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
2020 J jnl
Fusing Context Into Knowledge Graph for Commonsense Reasoning.
CoRR
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
2020 J jnl
Improving Readability for Automatic Speech Recognition Transcription.
CoRR
Junwei Liao, Sefik Emre Eskimez, Liyang Lu, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
2020 J jnl
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding.
CoRR
Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng
2020 J jnl
LSTM-LM with Long-Term History for First-Pass Decoding in Conversational Speech Recognition.
CoRR
Xie Chen, Sarangarajan Parthasarathy, William Gale, Shuangyu Chang, Michael Zeng
2020 J jnl
Meta Dialogue Policy Learning.
CoRR
Yumo Xu, Chenguang Zhu, Baolin Peng, Michael Zeng
2020 J jnl
Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization.
CoRR
Beliz Gunel, Chenguang Zhu, Michael Zeng, Xuedong Huang
2020 — conf
Mixed-Lingual Pre-training for Cross-lingual Summarization.
AACL/IJCNLP
Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang
2020 J jnl
Mixed-Lingual Pre-training for Cross-lingual Summarization.
CoRR
Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang
2020 J jnl
Semi-Supervised Speech-Language Joint Pre-Training for Spoken Language Understanding.
CoRR
Yu-An Chung, Chenguang Zhu, Michael Zeng
2020 A conf
Sequence-Level Self-Learning with Multiple Hypotheses.
INTERSPEECH
Ken'ichi Kumatani, Dimitrios Dimitriadis, Yashesh Gaur, Robert Gmyr, Sefik Emre Eskimez, Jinyu Li, Michael Zeng
2020 — conf
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising.
EMNLP (Findings)
Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
2020 J jnl
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising.
CoRR
Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
2019 J jnl
Make Lead Bias in Your Favor: A Simple and Effective Method for News Summarization.
CoRR
Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
2019 A conf
Meeting Transcription Using Asynchronous Distant Microphones.
INTERSPEECH
Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang
2019 J jnl
Meeting Transcription Using Virtual Microphone Arrays.
CoRR
Takuya Yoshioka, Zhuo Chen, Dimitrios Dimitriadis, William Hinthorn, Xuedong Huang, Andreas Stolcke, Michael Zeng
2019 — conf
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue.
EMNLP/IJCNLP (1)
Chenguang Zhu, Michael Zeng, Xuedong Huang
2019 B conf
SIM: A Slot-Independent Neural Model for Dialogue State Tracking.
SIGdial
Chenguang Zhu, Michael Zeng, Xuedong Huang
2019 J jnl
SIM: A Slot-Independent Neural Model for Dialogue State Tracking.
CoRR
Chenguang Zhu, Michael Zeng, Xuedong Huang
2018 J jnl
SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering.
CoRR
Chenguang Zhu, Michael Zeng, Xuedong Huang