Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process
Xiangxin Zhou, Liang Wang, Yichi Zhou
ICML 2024 | March 2024
Liang Wang
Senior Researcher
Publications
Publications by Year
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Improving Text Embeddings with Large Language Models
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
MSR-TR-2024-2 | January 2024
Published by Microsoft
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Large Search Model: Redefining Search Stack in the Era of LLMs
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
SIGIR Forum | December 2023, Vol 57(2)
Fine-Tuning LLaMA for Multi-Stage Text Retrieval
Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin
October 2023
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
ICLR 2024 | October 2023
Generative Retrieval for Conversational Question Answering
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
Information Processing and Management | August 2023, Vol 60(5)
Learning to Retrieve In-Context Examples for Large Language Models
Liang Wang, Nan Yang, Furu Wei
EACL 2024 | July 2023
Learning to Rank in Generative Retrieval
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
AAAI 2024 | June 2023
Multiview Identifiers Enhanced Generative Retrieval
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
ACL 2023 | May 2023
Inference with Reference: Lossless Acceleration of Large Language Models
Nan Yang, Tao Ge, Liang Wang, Binxing Jiao, Daxin Jiang (姜大昕), Linjun Yang, Rangan Majumder, Furu Wei
MSR-TR-2023-17 | April 2023
Published by Microsoft
Query2doc: Query Expansion with Large Language Models
Liang Wang, Nan Yang, Furu Wei
EMNLP 2023 | March 2023
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Text Embeddings by Weakly-Supervised Contrastive Pre-training
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang (姜大昕), Rangan Majumder, Furu Wei
December 2022
Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval
Zehan Li, Nan Yang, Liang Wang, Furu Wei
August 2022
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang (姜大昕), Rangan Majumder, Furu Wei
ACL 2023 | July 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
Liang Wang, Wei Zhao, Zhuoyu Wei, Jingming Liu
ACL 2022 | May 2022
Publications by Research Area
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Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process
Xiangxin Zhou, Liang Wang, Yichi Zhou
ICML 2024 | March 2024
-
Improving Text Embeddings with Large Language Models
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
MSR-TR-2024-2 | January 2024
Published by Microsoft
Large Search Model: Redefining Search Stack in the Era of LLMs
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
SIGIR Forum | December 2023, Vol 57(2)
Fine-Tuning LLaMA for Multi-Stage Text Retrieval
Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin
October 2023
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
ICLR 2024 | October 2023
Generative Retrieval for Conversational Question Answering
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
Information Processing and Management | August 2023, Vol 60(5)
Learning to Retrieve In-Context Examples for Large Language Models
Liang Wang, Nan Yang, Furu Wei
EACL 2024 | July 2023
Learning to Rank in Generative Retrieval
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
AAAI 2024 | June 2023
Multiview Identifiers Enhanced Generative Retrieval
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
ACL 2023 | May 2023
Inference with Reference: Lossless Acceleration of Large Language Models
Nan Yang, Tao Ge, Liang Wang, Binxing Jiao, Daxin Jiang (姜大昕), Linjun Yang, Rangan Majumder, Furu Wei
MSR-TR-2023-17 | April 2023
Published by Microsoft
Query2doc: Query Expansion with Large Language Models
Liang Wang, Nan Yang, Furu Wei
EMNLP 2023 | March 2023
Text Embeddings by Weakly-Supervised Contrastive Pre-training
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang (姜大昕), Rangan Majumder, Furu Wei
December 2022
Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval
Zehan Li, Nan Yang, Liang Wang, Furu Wei
August 2022
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang (姜大昕), Rangan Majumder, Furu Wei
ACL 2023 | July 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
Liang Wang, Wei Zhao, Zhuoyu Wei, Jingming Liu
ACL 2022 | May 2022
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Improving Text Embeddings with Large Language Models
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
MSR-TR-2024-2 | January 2024
Published by Microsoft
Large Search Model: Redefining Search Stack in the Era of LLMs
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
SIGIR Forum | December 2023, Vol 57(2)
Fine-Tuning LLaMA for Multi-Stage Text Retrieval
Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin
October 2023
Text Embeddings by Weakly-Supervised Contrastive Pre-training
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang (姜大昕), Rangan Majumder, Furu Wei
December 2022
Publications by Type
-
Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process
Xiangxin Zhou, Liang Wang, Yichi Zhou
ICML 2024 | March 2024
Fine-Tuning LLaMA for Multi-Stage Text Retrieval
Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin
October 2023
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
ICLR 2024 | October 2023
Learning to Retrieve In-Context Examples for Large Language Models
Liang Wang, Nan Yang, Furu Wei
EACL 2024 | July 2023
Learning to Rank in Generative Retrieval
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
AAAI 2024 | June 2023
Multiview Identifiers Enhanced Generative Retrieval
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
ACL 2023 | May 2023
Query2doc: Query Expansion with Large Language Models
Liang Wang, Nan Yang, Furu Wei
EMNLP 2023 | March 2023
Text Embeddings by Weakly-Supervised Contrastive Pre-training
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang (姜大昕), Rangan Majumder, Furu Wei
December 2022
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang (姜大昕), Rangan Majumder, Furu Wei
ACL 2023 | July 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
Liang Wang, Wei Zhao, Zhuoyu Wei, Jingming Liu
ACL 2022 | May 2022
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Improving Text Embeddings with Large Language Models
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
MSR-TR-2024-2 | January 2024
Published by Microsoft
Inference with Reference: Lossless Acceleration of Large Language Models
Nan Yang, Tao Ge, Liang Wang, Binxing Jiao, Daxin Jiang (姜大昕), Linjun Yang, Rangan Majumder, Furu Wei
MSR-TR-2023-17 | April 2023
Published by Microsoft
-
Large Search Model: Redefining Search Stack in the Era of LLMs
Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
SIGIR Forum | December 2023, Vol 57(2)
Generative Retrieval for Conversational Question Answering
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
Information Processing and Management | August 2023, Vol 60(5)
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