Liang Wang

About Liang Wang

Liang Wang, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at Peking University, specializes in the field of natural language processing, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

LongEmbed: Extending Embedding Models for Long Context Retrieval

Generative representational instruction tuning

Multilingual e5 text embeddings: A technical report

Learning to retrieve in-context examples for large language models

Improving text embeddings with large language models

Learning to rank in generative retrieval

Large Search Model: Redefining Search Stack in the Era of LLMs

Multiview Identifiers Enhanced Generative Retrieval

Liang Wang Information

University

Position

___

Citations(all)

876

Citations(since 2020)

813

Cited By

283

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

17

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Liang Wang Skills & Research Interests

natural language processing

machine learning

Top articles of Liang Wang

Title

Journal

Author(s)

Publication Date

LongEmbed: Extending Embedding Models for Long Context Retrieval

arXiv preprint arXiv:2404.12096

Dawei Zhu

Liang Wang

Nan Yang

Yifan Song

Wenhao Wu

...

2024/4/18

Generative representational instruction tuning

arXiv preprint arXiv:2402.09906

Niklas Muennighoff

Hongjin Su

Liang Wang

Nan Yang

Furu Wei

...

2024/2/15

Multilingual e5 text embeddings: A technical report

arXiv preprint arXiv:2402.05672

Liang Wang

Nan Yang

Xiaolong Huang

Linjun Yang

Rangan Majumder

...

2024/2/8

Learning to retrieve in-context examples for large language models

EACL 2024

Liang Wang

Nan Yang

Furu Wei

2023/7/14

Improving text embeddings with large language models

arXiv preprint arXiv:2401.00368

Liang Wang

Nan Yang

Xiaolong Huang

Linjun Yang

Rangan Majumder

...

2023/12/31

Learning to rank in generative retrieval

AAAI 2024

Yongqi Li

Nan Yang

Liang Wang

Furu Wei

Wenjie Li

2023/6/27

Large Search Model: Redefining Search Stack in the Era of LLMs

SIGIR Forum

Liang Wang

Nan Yang

Xiaolong Huang

Linjun Yang

Rangan Majumder

...

2023/10/23

Multiview Identifiers Enhanced Generative Retrieval

ACL 2023

Yongqi Li

Nan Yang

Liang Wang

Furu Wei

Wenjie Li

2023/5/26

Fine-tuning llama for multi-stage text retrieval

arXiv preprint arXiv:2310.08319

Xueguang Ma

Liang Wang

Nan Yang

Furu Wei

Jimmy Lin

2023/10/12

Inference with reference: Lossless acceleration of large language models

arXiv preprint arXiv:2304.04487

Nan Yang

Tao Ge

Liang Wang

Binxing Jiao

Daxin Jiang

...

2023/4/10

Pose: Efficient context window extension of llms via positional skip-wise training

ICLR 2024

Dawei Zhu

Nan Yang

Liang Wang

Yifan Song

Wenhao Wu

...

2023/9/19

Query2doc: Query Expansion with Large Language Models

EMNLP 2023

Liang Wang

Nan Yang

Furu Wei

2023/3/14

Generative retrieval for conversational question answering

Information Processing & Management

Yongqi Li

Nan Yang

Liang Wang

Furu Wei

Wenjie Li

2023/9/1

Text embeddings by weakly-supervised contrastive pre-training

arXiv preprint arXiv:2212.03533

Liang Wang

Nan Yang

Xiaolong Huang

Binxing Jiao

Linjun Yang

...

2022/12/7

Learning diverse document representations with deep query interactions for dense retrieval

arXiv preprint arXiv:2208.04232

Zehan Li

Nan Yang

Liang Wang

Furu Wei

2022/8/8

Simlm: Pre-training with representation bottleneck for dense passage retrieval

ACL 2023

Liang Wang

Nan Yang

Xiaolong Huang

Binxing Jiao

Linjun Yang

...

2022/7/6

SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models

ACL 2022

Liang Wang

Wei Zhao

Zhuoyu Wei

Jingming Liu

2022/3/4

Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast

EMNLP 2021

Liang Wang

Wei Zhao

Jingming Liu

2021/9/1

Ape210k: A large-scale and template-rich dataset of math word problems

arXiv preprint arXiv:2009.11506

Wei Zhao

Mingyue Shang

Yang Liu

Liang Wang

Jingming Liu

2020/9/24

Investigating Label Bias in Beam Search for Open-ended Text Generation

arXiv preprint arXiv:2005.11009

Liang Wang

Jinlong Liu

Jingming Liu

2020/5/22

See List of Professors in Liang Wang University(Peking University)

Co-Authors

academic-engine