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ORCIDLiu Yang 0005
Person information
- affiliation: University of Massachusetts Amherst, College of Information and Computer Sciences, MA, USA
Other persons with the same name
- Liu Yang — disambiguation page
- Liu Yang 0001 — Yale University, New Haven, CT, USA (and 3 more)
- Liu Yang 0002
![[0000-0001-9915-6432]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-9915-6432")
— Guangzhou University, School of Computer Science and Education Software, China (and 1 more) - Liu Yang 0003 — Chongqing University of Posts and Telecommunications, School of Communication and Information Engineering, China
- Liu Yang 0004 — Army Engineering University of PLA, College of Communication Engineering, Nanjing, China
- Liu Yang 0006 — Beijing Jiaotong University, State Key Laboratory of Rail Traffic Control and Safety, China
- Liu Yang 0007 — Beijing Institute of Technology, School of Automation, China
- Liu Yang 0008 — Hong Kong University of Science and Technology, Department of Computer Science and Engineering, Hong Kong
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Journal Articles
- 2020
[j1]Jiafeng Guo, Yixing Fan, Liang Pang, Liu Yang, Qingyao Ai, Hamed Zamani, Chen Wu, W. Bruce Croft, Xueqi Cheng:
A Deep Look into neural ranking models for information retrieval. Inf. Process. Manag. 57(6): 102067 (2020)
Conference and Workshop Papers
- 2021
- [c34]Chen Qu, Weize Kong, Liu Yang, Mingyang Zhang, Michael Bendersky, Marc Najork:
Natural Language Understanding with Privacy-Preserving BERT. CIKM 2021: 1488-1497 - [c33]Haojie Pan, Cen Chen, Chengyu Wang, Minghui Qiu, Liu Yang, Feng Ji, Jun Huang:
Learning to Expand: Reinforced Response Expansion for Information-seeking Conversations. CIKM 2021: 4055-4064 - [c32]Chen Qu, Liu Yang, Cen Chen, W. Bruce Croft, Kalpesh Krishna, Mohit Iyyer:
Weakly-Supervised Open-Retrieval Conversational Question Answering. ECIR (1) 2021: 529-543 - [c31]Chen Qu, Hamed Zamani, Liu Yang, W. Bruce Croft, Erik G. Learned-Miller:
Passage Retrieval for Outside-Knowledge Visual Question Answering. SIGIR 2021: 1753-1757 - 2020
- [c30]Liu Yang, Mingyang Zhang, Cheng Li, Michael Bendersky, Marc Najork:
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching. CIKM 2020: 1725-1734 - [c29]Jiecao Chen, Liu Yang, Karthik Raman, Michael Bendersky, Jung-Jung Yeh, Yun Zhou, Marc Najork, Danyang Cai, Ehsan Emadzadeh:
DiPair: Fast and Accurate Distillation for Trillion-ScaleText Matching and Pair Modeling. EMNLP (Findings) 2020: 2925-2937 - [c28]Chen Qu, Liu Yang, Cen Chen, Minghui Qiu, W. Bruce Croft, Mohit Iyyer:
Open-Retrieval Conversational Question Answering. SIGIR 2020: 539-548 - [c27]Zizhen Wang, Yixing Fan, Jiafeng Guo, Liu Yang, Ruqing Zhang, Yanyan Lan, Xueqi Cheng, Hui Jiang, Xiaozhao Wang:
Match²: A Matching over Matching Model for Similar Question Identification. SIGIR 2020: 559-568 - [c26]Liu Yang, Minghui Qiu, Chen Qu, Cen Chen, Jiafeng Guo, Yongfeng Zhang, W. Bruce Croft, Haiqing Chen:
IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems. WWW 2020: 2592-2598 - 2019
- [c25]Chen Qu, Liu Yang, W. Bruce Croft, Yongfeng Zhang, Johanne R. Trippas, Minghui Qiu:
User Intent Prediction in Information-seeking Conversations. CHIIR 2019: 25-33 - [c24]Chen Qu, Liu Yang, W. Bruce Croft, Falk Scholer, Yongfeng Zhang:
Answer Interaction in Non-factoid Question Answering Systems. CHIIR 2019: 249-253 - [c23]Liu Yang, Junjie Hu, Minghui Qiu, Chen Qu, Jianfeng Gao, W. Bruce Croft, Xiaodong Liu, Yelong Shen, Jingjing Liu:
A Hybrid Retrieval-Generation Neural Conversation Model. CIKM 2019: 1341-1350 - [c22]Chen Qu, Liu Yang, Minghui Qiu, Yongfeng Zhang, Cen Chen, W. Bruce Croft, Mohit Iyyer:
Attentive History Selection for Conversational Question Answering. CIKM 2019: 1391-1400 - [c21]Sheikh Muhammad Sarwar, John Foley, Liu Yang, James Allan:
Sentence Retrieval for Entity List Extraction with a Seed, Context, and Topic. ICTIR 2019: 209-212 - [c20]Chen Qu, Liu Yang, Minghui Qiu, W. Bruce Croft, Yongfeng Zhang, Mohit Iyyer:
BERT with History Answer Embedding for Conversational Question Answering. SIGIR 2019: 1133-1136 - [c19]Chen Qu, Feng Ji, Minghui Qiu, Liu Yang, Zhiyu Min, Haiqing Chen, Jun Huang, W. Bruce Croft:
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching. WSDM 2019: 699-707 - 2018
- [c18]Minghui Qiu, Liu Yang, Feng Ji, Wei Zhou, Jun Huang, Haiqing Chen, W. Bruce Croft, Wei Lin:
Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce. ACL (2) 2018: 208-213 - [c17]Yongfeng Zhang, Xu Chen, Qingyao Ai, Liu Yang, W. Bruce Croft:
Towards Conversational Search and Recommendation: System Ask, User Respond. CIKM 2018: 177-186 - [c16]Liu Yang, Minghui Qiu, Chen Qu, Jiafeng Guo, Yongfeng Zhang, W. Bruce Croft, Jun Huang, Haiqing Chen:
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems. SIGIR 2018: 245-254 - [c15]Chen Qu, Liu Yang, W. Bruce Croft, Johanne R. Trippas, Yongfeng Zhang, Minghui Qiu:
Analyzing and Characterizing User Intent in Information-seeking Conversations. SIGIR 2018: 989-992 - [c14]Daniel Cohen, Liu Yang, W. Bruce Croft:
WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval. SIGIR 2018: 1165-1168 - 2017
- [c13]Liu Yang, Susan T. Dumais, Paul N. Bennett, Ahmed Hassan Awadallah:
Characterizing and Predicting Enterprise Email Reply Behavior. SIGIR 2017: 235-244 - 2016
- [c12]Liu Yang, Qingyao Ai, Jiafeng Guo, W. Bruce Croft:
aNMM: Ranking Short Answer Texts with Attention-Based Neural Matching Model. CIKM 2016: 287-296 - [c11]Liu Yang, Qingyao Ai, Damiano Spina, Ruey-Cheng Chen, Liang Pang, W. Bruce Croft, Jiafeng Guo, Falk Scholer:
Beyond Factoid QA: Effective Methods for Non-factoid Answer Sentence Retrieval. ECIR 2016: 115-128 - [c10]Liu Yang, Qi Guo, Yang Song, Sha Meng, Milad Shokouhi, Kieran McDonald, W. Bruce Croft:
Modeling User Interests for Zero-Query Ranking. ECIR 2016: 171-184 - [c9]Qingyao Ai, Liu Yang, Jiafeng Guo, W. Bruce Croft:
Analysis of the Paragraph Vector Model for Information Retrieval. ICTIR 2016: 133-142 - [c8]Qingyao Ai, Liu Yang, Jiafeng Guo, W. Bruce Croft:
Improving Language Estimation with the Paragraph Vector Model for Ad-hoc Retrieval. SIGIR 2016: 869-872 - 2014
- [c7]Liu Yang, Jing Jiang, Lifu Huang, Minghui Qiu, Lizi Liao:
Generating Supplementary Travel Guides from Social Media. COLING 2014: 1670-1681 - [c6]Jianguang Du, Jing Jiang, Liu Yang, Dandan Song, Lejian Liao:
Shell Miner: Mining Organizational Phrases in Argumentative Texts in Social Media. ICDM 2014: 797-802 - [c5]Swapna Gottipati, Minghui Qiu, Liu Yang, Feida Zhu, Jing Jiang:
An Integrated Model for User Attribute Discovery: A Case Study on Political Affiliation Identification. PAKDD (1) 2014: 434-446 - 2013
- [c4]Liu Yang, Minghui Qiu, Swapna Gottipati, Feida Zhu, Jing Jiang, Huiping Sun, Zhong Chen:
CQArank: jointly model topics and expertise in community question answering. CIKM 2013: 99-108 - [c3]Minghui Qiu, Liu Yang, Jing Jiang:
Modeling interaction features for debate side clustering. CIKM 2013: 873-878 - [c2]Minghui Qiu, Liu Yang, Jing Jiang:
Mining User Relations from Online Discussions using Sentiment Analysis and Probabilistic Matrix Factorization. HLT-NAACL 2013: 401-410 - [c1]Swapna Gottipati, Minghui Qiu, Liu Yang, Feida Zhu, Jing Jiang:
Predicting User's Political Party Using Ideological Stances. SocInfo 2013: 177-191
Informal and Other Publications
- 2021
- [i22]Chen Qu, Liu Yang, Cen Chen, W. Bruce Croft, Kalpesh Krishna, Mohit Iyyer:
Weakly-Supervised Open-Retrieval Conversational Question Answering. CoRR abs/2103.02537 (2021) - [i21]Chen Qu, Weize Kong, Liu Yang, Mingyang Zhang, Michael Bendersky, Marc Najork:
Privacy-Adaptive BERT for Natural Language Understanding. CoRR abs/2104.07504 (2021) - [i20]Chen Qu, Hamed Zamani, Liu Yang, W. Bruce Croft, Erik G. Learned-Miller:
Passage Retrieval for Outside-Knowledge Visual Question Answering. CoRR abs/2105.03938 (2021) - 2020
- [i19]Liu Yang, Minghui Qiu, Chen Qu, Cen Chen, Jiafeng Guo, Yongfeng Zhang, W. Bruce Croft, Haiqing Chen:
IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems. CoRR abs/2002.00571 (2020) - [i18]Liu Yang, Mingyang Zhang, Cheng Li, Michael Bendersky, Marc Najork:
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Document Matching. CoRR abs/2004.12297 (2020) - [i17]Chen Qu, Liu Yang, Cen Chen, Minghui Qiu, W. Bruce Croft, Mohit Iyyer:
Open-Retrieval Conversational Question Answering. CoRR abs/2005.11364 (2020) - [i16]Zizhen Wang, Yixing Fan, Jiafeng Guo, Liu Yang, Ruqing Zhang, Yanyan Lan, Xueqi Cheng, Hui Jiang, Xiaozhao Wang:
Match2: A Matching over Matching Model for Similar Question Identification. CoRR abs/2006.11719 (2020) - [i15]Jiecao Chen, Liu Yang, Karthik Raman, Michael Bendersky, Jung-Jung Yeh, Yun Zhou, Marc Najork, Danyang Cai, Ehsan Emadzadeh:
DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling. CoRR abs/2010.03099 (2020) - [i14]Haojie Pan, Cen Chen, Minghui Qiu, Liu Yang, Feng Ji, Jun Huang, Haiqing Chen:
Learning to Expand: Reinforced Pseudo-relevance Feedback Selection for Information-seeking Conversations. CoRR abs/2011.12771 (2020) - 2019
- [i13]Chen Qu, Liu Yang, W. Bruce Croft, Yongfeng Zhang, Johanne R. Trippas, Minghui Qiu:
User Intent Prediction in Information-seeking Conversations. CoRR abs/1901.03489 (2019) - [i12]Chen Qu, Liu Yang, W. Bruce Croft, Falk Scholer, Yongfeng Zhang:
Answer Interaction in Non-factoid Question Answering Systems. CoRR abs/1901.03491 (2019) - [i11]Jiafeng Guo, Yixing Fan, Liang Pang, Liu Yang, Qingyao Ai, Hamed Zamani, Chen Wu, W. Bruce Croft, Xueqi Cheng:
A Deep Look into Neural Ranking Models for Information Retrieval. CoRR abs/1903.06902 (2019) - [i10]Liu Yang, Junjie Hu, Minghui Qiu, Chen Qu, Jianfeng Gao, W. Bruce Croft, Xiaodong Liu, Yelong Shen, Jingjing Liu:
A Hybrid Retrieval-Generation Neural Conversation Model. CoRR abs/1904.09068 (2019) - [i9]Chen Qu, Liu Yang, Minghui Qiu, W. Bruce Croft, Yongfeng Zhang, Mohit Iyyer:
BERT with History Answer Embedding for Conversational Question Answering. CoRR abs/1905.05412 (2019) - [i8]Chen Qu, Liu Yang, Minghui Qiu, Yongfeng Zhang, Cen Chen, W. Bruce Croft, Mohit Iyyer:
Attentive History Selection for Conversational Question Answering. CoRR abs/1908.09456 (2019) - 2018
- [i7]Liu Yang, Qingyao Ai, Jiafeng Guo, W. Bruce Croft:
aNMM: Ranking Short Answer Texts with Attention-Based Neural Matching Model. CoRR abs/1801.01641 (2018) - [i6]Chen Qu, Liu Yang, W. Bruce Croft, Johanne R. Trippas, Yongfeng Zhang, Minghui Qiu:
Analyzing and Characterizing User Intent in Information-seeking Conversations. CoRR abs/1804.08759 (2018) - [i5]Liu Yang, Minghui Qiu, Chen Qu, Jiafeng Guo, Yongfeng Zhang, W. Bruce Croft, Jun Huang, Haiqing Chen:
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems. CoRR abs/1805.00188 (2018) - [i4]Daniel Cohen, Liu Yang, W. Bruce Croft:
WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval. CoRR abs/1805.03797 (2018) - [i3]Minghui Qiu, Liu Yang, Feng Ji, Weipeng Zhao, Wei Zhou, Jun Huang, Haiqing Chen, W. Bruce Croft, Wei Lin:
Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce. CoRR abs/1806.05434 (2018) - [i2]Chen Qu, Feng Ji, Minghui Qiu, Liu Yang, Zhiyu Min, Haiqing Chen, Jun Huang, W. Bruce Croft:
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching. CoRR abs/1812.11561 (2018) - 2017
- [i1]Liu Yang, Hamed Zamani, Yongfeng Zhang, Jiafeng Guo, W. Bruce Croft:
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation. CoRR abs/1707.05409 (2017)
Coauthor Index
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