Yang Liu

93 papers A* 9B 1Journal 46Unranked 37
YearRankTypeTitle / Venue / Authors
2026 J jnl
BabyVision: Visual Reasoning Beyond Language.
CoRR
Liang Chen, Weichu Xie, Yiyan Liang, Hongfeng He, Hans Zhao, Zhibo Yang, Zhiqi Huang, Haoning Wu, Haoyu Lu, Y. Charles, Yiping Bao, Yuantao Fan, GuoPeng Li, Haiyang Shen, Xuanzhong Chen, Wendong Xu, Shuzheng Si, Zefan Cai, Wenhao Chai, Ziqi Huang, Fangfu Liu, Tianyu Liu, Baobao Chang, Xiaobo Hu, Kaiyuan Chen, Yixin Ren, Yang Liu, Yuan Gong, Kuan Li
2025 — conf
Efficiently Editing Mixture-of-Experts Models with Compressed Experts.
EMNLP (Findings)
Yifei He, Yang Liu, Chen Liang, Hany Hassan Awadalla
2025 J jnl
Efficiently Editing Mixture-of-Experts Models with Compressed Experts.
CoRR
Yifei He, Yang Liu, Chen Liang, Hany Hassan Awadalla
2024 — conf
How Does In-Context Learning Help Prompt Tuning?
EACL (Findings)
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
2024 — conf
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents.
EACL (1)
Simeng Sun, Yang Liu, Shuohang Wang, Dan Iter, Chenguang Zhu, Mohit Iyyer
2024 J jnl
See What LLMs Cannot Answer: A Self-Challenge Framework for Uncovering LLM Weaknesses.
CoRR
Yulong Chen, Yang Liu, Jianhao Yan, Xuefeng Bai, Ming Zhong, Yinghao Yang, Ziyi Yang, Chenguang Zhu, Yue Zhang
2024 — conf
Small Models are Valuable Plug-ins for Large Language Models.
ACL (Findings)
Canwen Xu, Yichong Xu, Shuohang Wang, Yang Liu, Chenguang Zhu, Julian J. McAuley
2023 — conf
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models.
EMNLP (Findings)
Zhihan Zhang, Shuohang Wang, Wenhao Yu, Yichong Xu, Dan Iter, Qingkai Zeng, Yang Liu, Chenguang Zhu, Meng Jiang
2023 J jnl
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models.
CoRR
Zhihan Zhang, Shuohang Wang, Wenhao Yu, Yichong Xu, Dan Iter, Qingkai Zeng, Yang Liu, Chenguang Zhu, Meng Jiang
2023 J jnl
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment.
CoRR
Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, Chenguang Zhu
2023 J jnl
How Does In-Context Learning Help Prompt Tuning?
CoRR
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
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
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents.
CoRR
Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
2023 — conf
PREME: Preference-based Meeting Exploration through an Interactive Questionnaire.
EACL (Findings)
Negar Arabzadeh, Ali Ahmadvand, Julia Kiseleva, Yang Liu, Ahmed Hassan Awadallah, Ming Zhong, Milad Shokouhi
2023 — conf
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences.
ACL (Findings)
Chaojun Wang, Yang Liu, Wai Lam
2023 J jnl
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences.
CoRR
Chaojun Wang, Yang Liu, Wai Lam
2023 J jnl
Small Models are Valuable Plug-ins for Large Language Models.
CoRR
Canwen Xu, Yichong Xu, Shuohang Wang, Yang Liu, Chenguang Zhu, Julian J. McAuley
2023 J jnl
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions.
CoRR
Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han
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
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 J jnl
Attend to the Right Context: A Plug-and-Play Module for Content-Controllable Summarization.
CoRR
Wen Xiao, Lesly Miculicich, Yang Liu, Pengcheng He, Giuseppe Carenini
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 J jnl
DialogSum Challenge: Results of the Dialogue Summarization Shared Task.
CoRR
Yulong Chen, Naihao Deng, Yang Liu, Yue Zhang
2022 — conf
End-to-End Segmentation-based News Summarization.
ACL (Findings)
Yang Liu, 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 J jnl
PREME: Preference-based Meeting Exploration through an Interactive Questionnaire.
CoRR
Negar Arabzadeh, Ali Ahmadvand, Julia Kiseleva, Yang Liu, Ahmed Hassan Awadallah, Ming Zhong, Milad Shokouhi
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 — conf
Rule-based Logical Reasoning Knowledge Extraction of Chinese Legislative Text.
IALP
Li Li, Houfeng Wang, Yang Liu
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 J jnl
Towards a Unified Multi-Dimensional Evaluator for Text Generation.
CoRR
Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han
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 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
2021 — conf
Decompose, Fuse and Generate: A Formation-Informed Method for Chinese Definition Generation.
NAACL-HLT
Hua Zheng, Damai Dai, Lei Li, Tianyu Liu, Zhifang Sui, Baobao Chang, Yang Liu
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 B conf
DialogSum Challenge: Summarizing Real-Life Scenario Dialogues.
INLG
Yulong Chen, Yang Liu, Yue Zhang
2021 — conf
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset.
ACL/IJCNLP (Findings)
Yulong Chen, Yang Liu, Liang Chen, Yue Zhang
2021 J jnl
DialogSumm: A Real-Life Scenario Dialogue Summarization Dataset.
CoRR
Yulong Chen, Yang Liu, Liang Chen, Yue Zhang
2021 J jnl
End-to-End Segmentation-based News Summarization.
CoRR
Yang Liu, Chenguang Zhu, Michael Zeng
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 — 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 — conf
Noisy Self-Knowledge Distillation for Text Summarization.
NAACL-HLT
Yang Liu, Sheng Shen, Mirella Lapata
2021 — conf
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization.
NAACL-HLT
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
2021 J jnl
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization.
CoRR
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
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
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
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
Noisy Self-Knowledge Distillation for Text Summarization.
CoRR
Yang Liu, Sheng Shen, Mirella Lapata
2019 A* conf
Dependency Grammar Induction with a Neural Variational Transition-Based Parser.
AAAI
Bowen Li, Jianpeng Cheng, Yang Liu, Frank Keller
2019 J jnl
Fine-tune BERT for Extractive Summarization.
CoRR
Yang Liu
2019 — conf
Generating Summaries with Topic Templates and Structured Convolutional Decoders.
ACL (1)
Laura Perez-Beltrachini, Yang Liu, Mirella Lapata
2019 J jnl
Generating Summaries with Topic Templates and Structured Convolutional Decoders.
CoRR
Laura Perez-Beltrachini, Yang Liu, Mirella Lapata
2019 — conf
Hierarchical Transformers for Multi-Document Summarization.
ACL (1)
Yang Liu, Mirella Lapata
2019 J jnl
Hierarchical Transformers for Multi-Document Summarization.
CoRR
Yang Liu, Mirella Lapata
2019 — conf
Single Document Summarization as Tree Induction.
NAACL-HLT (1)
Yang Liu, Ivan Titov, Mirella Lapata
2019 — conf
Text Summarization with Pretrained Encoders.
EMNLP/IJCNLP (1)
Yang Liu, Mirella Lapata
2019 J jnl
Text Summarization with Pretrained Encoders.
CoRR
Yang Liu, Mirella Lapata
2018 J jnl
Dependency Grammar Induction with a Neural Variational Transition-based Parser.
CoRR
Bowen Li, Jianpeng Cheng, Yang Liu, Frank Keller
2018 J jnl
Learning Structured Text Representations.
Trans. Assoc. Comput. Linguistics
Yang Liu, Mirella Lapata
2018 A* conf
Structured Alignment Networks for Matching Sentences.
EMNLP
Yang Liu, Matt Gardner, Mirella Lapata
2017 A* conf
Learning Contextually Informed Representations for Linear-Time Discourse Parsing.
EMNLP
Yang Liu, Mirella Lapata
2017 J jnl
Learning Structured Text Representations.
CoRR
Yang Liu, Mirella Lapata
2017 J jnl
Twitter summarization with social-temporal context.
World Wide Web
Ruifang He, Yang Liu, Guangchuan Yu, Jiliang Tang, Qinghua Hu, Jianwu Dang
2016 — conf
A User Adaptive Model for Followee Recommendation on Twitter.
NLPCC/ICCPOL
Yang Liu, Xuan Chen, Sujian Li, Liang Wang
2016 — conf
Chinese Word Order Analysis Based on Binary Dependency Relationships.
CLSW
Yan He, Yang Liu
2016 A* conf
Implicit Discourse Relation Classification via Multi-Task Neural Networks.
AAAI
Yang Liu, Sujian Li, Xiaodong Zhang, Zhifang Sui
2016 J jnl
Implicit Discourse Relation Classification via Multi-Task Neural Networks.
CoRR
Yang Liu, Sujian Li, Xiaodong Zhang, Zhifang Sui
2016 A* conf
Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention.
EMNLP
Yang Liu, Sujian Li
2016 J jnl
Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention.
CoRR
Yang Liu, Sujian Li
2016 J jnl
Relation Classification Via Modeling Augmented Dependency Paths.
IEEE ACM Trans. Audio Speech Lang. Process.
Yang Liu, Sujian Li, Furu Wei, Heng Ji
2015 — conf
A Dependency-Based Neural Network for Relation Classification.
ACL (2)
Yang Liu, Furu Wei, Sujian Li, Heng Ji, Ming Zhou, Houfeng Wang
2015 J jnl
A Dependency-Based Neural Network for Relation Classification.
CoRR
Yang Liu, Furu Wei, Sujian Li, Heng Ji, Ming Zhou, Houfeng Wang
2015 — conf
A Neural Network Based Translation Constrained Reranking Model for Chinese Dependency Parsing.
CCL
Miaohong Chen, Baobao Chang, Yang Liu
2015 A* conf
A Novel Neural Topic Model and Its Supervised Extension.
AAAI
Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji
2014 — conf
The Processing of Dummy Verbs in Semantic Role Labeling.
CLSW
Mengxiang Wang, Yang Liu, Houfeng Wang
2013 — conf
The Acquisition of Chinese Ergative Verbs and the Verification of Relevant Rules in Semantic Role Labeling.
CLSW
Mengxiang Wang, Yang Liu, Houfeng Wang, Longkai Zhang
2007 — conf
MCD: A Joint Semantic Project on East Asian Languages.
IWIC
Hong Zhu, Yang Liu
2006 — conf
A Comprehensive Study of Inappropriate Hierarchy in WordNet.
ASWC
Yang Liu