CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation
Zineng Tang, Ziyi Yang, Mahmoud Khademi, Yang Liu, Chenguang Zhu, Mohit Bansal
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 | March 2024
Yang Liu
Senior Researcher
Publications
Publications by Year
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Unifying Vision, Text, and Layout for Universal Document Processing
Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
The IEEE / CVF Computer Vision and Pattern Recognition Conference | June 2023
In-Context Demonstration Selection with Cross Entropy Difference
Dan Iter, Reid Pryzant, Ruochen Xu, Shuohang Wang, Yang Liu, Chenguang Zhu
May 2023
Arxiv
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
May 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
May 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization
Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng
May 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences
Chaojun Wang, Yang Liu, Wai Lam
ACL 2023 Findings | May 2023
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization
Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
ACL 2023 | May 2023
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, Chenguang Zhu
arXiv 2303.16634 | March 2023
MACSum: Controllable Summarization with Mixed Attributes
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
Transactions of the Association for Computational Linguistics | March 2023
How Does In-Context Learning Help Prompt Tuning?
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
February 2023
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AdaPrompt: Adaptive Model Training for Prompt-based NLP
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022. | December 2022
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation
Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing | December 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix
Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
EMNLP 2022 | December 2022
Unsupervised Summarization with Customized Granularities
Ming Zhong, Yang Liu, Yuning Mao, Yichong Xu, Suyu Ge, Yizhu Jiao, Xingxing Zhang, Chenguang Zhu, Michael Zeng, Jiawei Han
Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022. | December 2022
Online Edge Coloring via Tree Recurrences and Correlation Decay
Janardhan (Jana) Kulkarni, Yang Liu, Yang Liu, Yang Liu, Ashwin Sah, Mehtaab Sawhney, Jakub Tarnawski
STOC 2022 | June 2022
End-to-End Segmentation-based News Summarization
Yang Liu, Chenguang Zhu, Michael Zeng
ACL 2022 | May 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data
Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
ACL 2022 | May 2022
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization
Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
AAAI 2022 | February 2022
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DialSumm: A Real-Life Scenario Dialogue Summarization Dataset
Yulong Chen, Yang Liu, Liang Chen, Yue Zhang
The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
Fusing Context Into Knowledge Graph for Commonsense Reasoning
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
Retrieval Enhanced Model for Commonsense Generation
Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou (寿林钧), Ming Gong (YIMING), Yichong Xu, Michael Zeng
ACL-IJCNLP 2021 | August 2021
Want To Reduce Labeling Cost? GPT-3 Can Help
Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
Conference on Empirical Methods in Natural Language Processing | August 2021
Noisy Self-Knowledge Distillation for Text Summarization
Yang Liu, Sheng Shen, Mirella Lapata
North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
NAACL | April 2021
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization
Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng
NAACL | March 2021
Publications by Research Area
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CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation
Zineng Tang, Ziyi Yang, Mahmoud Khademi, Yang Liu, Chenguang Zhu, Mohit Bansal
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 | March 2024
Unifying Vision, Text, and Layout for Universal Document Processing
Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
The IEEE / CVF Computer Vision and Pattern Recognition Conference | June 2023
In-Context Demonstration Selection with Cross Entropy Difference
Dan Iter, Reid Pryzant, Ruochen Xu, Shuohang Wang, Yang Liu, Chenguang Zhu
May 2023
Arxiv
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
May 2023
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization
Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
ACL 2023 | May 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization
Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng
May 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
May 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences
Chaojun Wang, Yang Liu, Wai Lam
ACL 2023 Findings | May 2023
How Does In-Context Learning Help Prompt Tuning?
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
February 2023
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation
Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing | December 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix
Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
EMNLP 2022 | December 2022
Unsupervised Summarization with Customized Granularities
Ming Zhong, Yang Liu, Yuning Mao, Yichong Xu, Suyu Ge, Yizhu Jiao, Xingxing Zhang, Chenguang Zhu, Michael Zeng, Jiawei Han
Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022. | December 2022
End-to-End Segmentation-based News Summarization
Yang Liu, Chenguang Zhu, Michael Zeng
ACL 2022 | May 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data
Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
ACL 2022 | May 2022
Want To Reduce Labeling Cost? GPT-3 Can Help
Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
Conference on Empirical Methods in Natural Language Processing | August 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
NAACL | April 2021
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CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation
Zineng Tang, Ziyi Yang, Mahmoud Khademi, Yang Liu, Chenguang Zhu, Mohit Bansal
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 | March 2024
Unifying Vision, Text, and Layout for Universal Document Processing
Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
The IEEE / CVF Computer Vision and Pattern Recognition Conference | June 2023
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PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
May 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization
Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng
May 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences
Chaojun Wang, Yang Liu, Wai Lam
ACL 2023 Findings | May 2023
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, Chenguang Zhu
arXiv 2303.16634 | March 2023
MACSum: Controllable Summarization with Mixed Attributes
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
Transactions of the Association for Computational Linguistics | March 2023
How Does In-Context Learning Help Prompt Tuning?
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
February 2023
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation
Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing | December 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix
Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
EMNLP 2022 | December 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022. | December 2022
Unsupervised Summarization with Customized Granularities
Ming Zhong, Yang Liu, Yuning Mao, Yichong Xu, Suyu Ge, Yizhu Jiao, Xingxing Zhang, Chenguang Zhu, Michael Zeng, Jiawei Han
Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022. | December 2022
End-to-End Segmentation-based News Summarization
Yang Liu, Chenguang Zhu, Michael Zeng
ACL 2022 | May 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data
Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
ACL 2022 | May 2022
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization
Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
AAAI 2022 | February 2022
Want To Reduce Labeling Cost? GPT-3 Can Help
Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
Conference on Empirical Methods in Natural Language Processing | August 2021
DialSumm: A Real-Life Scenario Dialogue Summarization Dataset
Yulong Chen, Yang Liu, Liang Chen, Yue Zhang
The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
Retrieval Enhanced Model for Commonsense Generation
Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou (寿林钧), Ming Gong (YIMING), Yichong Xu, Michael Zeng
ACL-IJCNLP 2021 | August 2021
Fusing Context Into Knowledge Graph for Commonsense Reasoning
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
Noisy Self-Knowledge Distillation for Text Summarization
Yang Liu, Sheng Shen, Mirella Lapata
North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
NAACL | April 2021
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization
Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng
NAACL | March 2021
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Online Edge Coloring via Tree Recurrences and Correlation Decay
Janardhan (Jana) Kulkarni, Yang Liu, Yang Liu, Yang Liu, Ashwin Sah, Mehtaab Sawhney, Jakub Tarnawski
STOC 2022 | June 2022
Publications by Type
-
CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation
Zineng Tang, Ziyi Yang, Mahmoud Khademi, Yang Liu, Chenguang Zhu, Mohit Bansal
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 | March 2024
Unifying Vision, Text, and Layout for Universal Document Processing
Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
The IEEE / CVF Computer Vision and Pattern Recognition Conference | June 2023
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization
Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
ACL 2023 | May 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences
Chaojun Wang, Yang Liu, Wai Lam
ACL 2023 Findings | May 2023
How Does In-Context Learning Help Prompt Tuning?
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
February 2023
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation
Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing | December 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix
Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
EMNLP 2022 | December 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022. | December 2022
Unsupervised Summarization with Customized Granularities
Ming Zhong, Yang Liu, Yuning Mao, Yichong Xu, Suyu Ge, Yizhu Jiao, Xingxing Zhang, Chenguang Zhu, Michael Zeng, Jiawei Han
Findings of Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, the United Arab Emirates, 2022. | December 2022
Online Edge Coloring via Tree Recurrences and Correlation Decay
Janardhan (Jana) Kulkarni, Yang Liu, Yang Liu, Yang Liu, Ashwin Sah, Mehtaab Sawhney, Jakub Tarnawski
STOC 2022 | June 2022
End-to-End Segmentation-based News Summarization
Yang Liu, Chenguang Zhu, Michael Zeng
ACL 2022 | May 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data
Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
ACL 2022 | May 2022
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization
Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
AAAI 2022 | February 2022
Want To Reduce Labeling Cost? GPT-3 Can Help
Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
Conference on Empirical Methods in Natural Language Processing | August 2021
DialSumm: A Real-Life Scenario Dialogue Summarization Dataset
Yulong Chen, Yang Liu, Liang Chen, Yue Zhang
The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
Retrieval Enhanced Model for Commonsense Generation
Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou (寿林钧), Ming Gong (YIMING), Yichong Xu, Michael Zeng
ACL-IJCNLP 2021 | August 2021
Fusing Context Into Knowledge Graph for Commonsense Reasoning
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
Noisy Self-Knowledge Distillation for Text Summarization
Yang Liu, Sheng Shen, Mirella Lapata
North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
NAACL | April 2021
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization
Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng
NAACL | March 2021
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In-Context Demonstration Selection with Cross Entropy Difference
Dan Iter, Reid Pryzant, Ruochen Xu, Shuohang Wang, Yang Liu, Chenguang Zhu
May 2023
Arxiv
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
May 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization
Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng
May 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
May 2023
-
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, Chenguang Zhu
arXiv 2303.16634 | March 2023
MACSum: Controllable Summarization with Mixed Attributes
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
Transactions of the Association for Computational Linguistics | March 2023