Ye Liu
Ye Liu
Research Scientist, Salesforce Research
Verified email at
Cited by
Cited by
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning
Y Liu, Y Wan, L He, H Peng, PS Yu
AAAI 2021, 2020
Multi-view multi-graph embedding for brain network clustering analysis
Y Liu, L He, B Cao, SY Philip, AB Ragin, AD Leow
AAAI 2018, 2018
Are pretrained transformers robust in intent classification? a missing ingredient in evaluation of out-of-scope intent detection
JG Zhang, K Hashimoto, Y Wan, Y Liu, C Xiong, PS Yu
NLP4ConvAI 2022, 2021
Enriching Non-Autoregressive Transformer with Syntactic and SemanticStructures for Neural Machine Translation
Y Liu, Y Wan, JG Zhang, W Zhao, PS Yu
EACL 2021, 2021
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization
Y Liu, J Zhang, Y Wan, C Xia, L He, P Yu
EMNLP 2021, 2021
Dense Hierarchical Retrieval for Open-domain Question Answering
Y Liu, K Hashimoto, Y Zhou, S Yavuz, C Xiong, P Yu
EMNLP 2021 Findings, 2021
Generative question refinement with deep reinforcement learning in retrieval-based QA system
Y Liu, C Zhang, X Yan, Y Chang, PS Yu
CIKM 2019, 1643-1652, 2019
Commonsense Evidence Generation and Injection in Reading Comprehension
Y Liu, T Yang, Z You, W Fan, PS Yu
SIGDIAL 2020, 2020
Long sequence modeling with xgen: A 7b llm trained on 8k input sequence length
E Nijkamp, T Xie, H Hayashi, B Pang, C Xia, C Xing, J Vig, S Yavuz, ...
Salesforce AI Research Blog, 2023
Disentangled Code Representation Learning for Multiple Programming Languages
J Zhang, H Hong, Y Zhang, Y Wan, Y Liu, Y Sui
ACL 2021 Findings, 2021
Interpretable multi-step reasoning with knowledge extraction on complex healthcare question answering
Y Liu, S Chowdhury, C Zhang, C Caragea, PS Yu
arXiv preprint arXiv:2008.02434, 2020
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database
Y Liu, S Yavuz, R Meng, D Radev, C Xiong, Y Zhou
EMNLP 2022, 2022
Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks
J Gong, Y Wan, Y Liu, X Li, Y Zhao, C Wang, Q Li, W Feng, J Tang
ACM Transactions on the Web, 2022
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots
W Zhao, Y Liu, Y Wan, P Yu
EMNLP 2021 Findings, 2021
Data-driven blockbuster planning on online movie knowledge library
Y Liu, J Zhang, C Zhang, SY Philip
BigData 2018, 1612-1617, 2018
Xgen-7b technical report
E Nijkamp, T Xie, H Hayashi, B Pang, C Xia, C Xing, J Vig, S Yavuz, ...
arXiv preprint arXiv:2309.03450, 2023
Answering Complex Questions over Text by Hybrid Question Parsing and Execution
Y Liu, S Yavuz, R Meng, D Radev, C Xiong, Y Zhou
arXiv preprint arXiv:2305.07789, 2023
Product title refinement via multi-modal generative adversarial learning
J Zhang, P Zou, Z Li, Y Wan, Y Liu, X Pan, Y Gong, PS Yu
NIPS workshop 2018, 2018
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI
J Zhang, K Qian, Z Liu, S Heinecke, R Meng, Y Liu, Z Yu, S Savarese, ...
arXiv preprint arXiv:2307.10172, 2023
Unsupervised Dense Retrieval Deserves Better Positive Pairs: Scalable Augmentation with Query Extraction and Generation
R Meng, Y Liu, S Yavuz, D Agarwal, L Tu, N Yu, J Zhang, M Bhat, Y Zhou
arXiv preprint arXiv:2212.08841, 2022
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