Lei (Demo) Wang

Lei (Demo) Wang

Singapore Management University

H-index: 15

Asia-Singapore

About Lei (Demo) Wang

Lei (Demo) Wang, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at Singapore Management University, specializes in the field of Natural Language Processing.

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

Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites

Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning

Gradient-Aware Logit Adjustment Loss for Long-tailed Classifier

MoCoSA: Momentum Contrast for Knowledge Graph Completion with Structure-Augmented Pre-trained Language Models

Math Word Problem Generation via Disentangled Memory Retrieval

PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering

All in a Single Image: Large Multimodal Models are In-Image Learners

Lei (Demo) Wang Information

University

Position

___

Citations(all)

1359

Citations(since 2020)

1351

Cited By

168

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

19

i10Index(since 2020)

19

Email

University Profile Page

Singapore Management University

Google Scholar

View Google Scholar Profile

Lei (Demo) Wang Skills & Research Interests

Natural Language Processing

Top articles of Lei (Demo) Wang

Title

Journal

Author(s)

Publication Date

Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites

Lei Wang

Jiabang He

Shenshen Li

Ning Liu

Ee-Peng Lim

2024/1/29

Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning

Technical Report

Weijieying Ren

Xinlong Li

Lei Wang

Tianxiang Zhao

Wei Qin

2024/1/29

Gradient-Aware Logit Adjustment Loss for Long-tailed Classifier

ICASSP 2024

Fan Zhang

Wei Qin

Weijieying Ren

Lei Wang

Zetong Chen

...

2024/4/14

MoCoSA: Momentum Contrast for Knowledge Graph Completion with Structure-Augmented Pre-trained Language Models

arXiv preprint arXiv:2308.08204

Jiabang He

Liu Jia

Lei Wang

Xiyao Li

Xing Xu

2023/8/16

Math Word Problem Generation via Disentangled Memory Retrieval

TKDD 2024

Wei Qin

Xiaowei Wang

Zhenzhen Hu

Lei Wang

Yunshi Lan

...

2024

PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models

arXiv preprint arXiv:2403.17411

Jinyi Li

Yihuai Lan

Lei Wang

Hao Wang

2024/3/26

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering

AAAI 2024

Lei Wang

Yi Hu

Jiabang He

Xing Xu

Ning Liu

...

2024/1/1

All in a Single Image: Large Multimodal Models are In-Image Learners

arXiv preprint arXiv:2402.17971

Lei Wang

Wanyu Xu

Zhiqiang Hu

Yihuai Lan

Shan Dong

...

2024/2/28

Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models

SIGIR 2023

Jiabang He

Yi Hu

Lei Wang

Xing Xu

Ning Liu

...

2023/6/5

FlaCGEC: A Chinese Grammatical Error Correction Dataset with Fine-grained Linguistic Annotation

Hanyue Du

Yike Zhao

Qingyuan Tian

Jiani Wang

Lei Wang

...

2023/8/21

ICL-D3IE: In-context learning with diverse demonstrations updating for document information extraction

ICCV 2023

Jiabang He

Lei Wang**

Yi Hu

Ning Liu

Hui Liu

...

2023/5/28

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models

arXiv preprint arXiv:2304.01933

Zhiqiang Hu

Lei Wang

Yihuai Lan

Wanyu Xu

Ee-Peng Lim

...

2023/4/4

LLM4Vis: Explainable Visualization Recommendation using ChatGPT

arXiv preprint arXiv:2310.07652

Lei Wang

Songheng Zhang

Yun Wang

Ee-Peng Lim

Yong Wang

2023/10/11

Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media

Technical Report

Wei Qin

Zetong Chen

Lei Wang

Yunshi Lan

Weijieying Ren

...

2023/5/9

Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models

arXiv preprint arXiv:2305.04091

Lei Wang

Wanyu Xu

Yihuai Lan

Zhiqiang Hu

Yunshi Lan

...

2023/5/6

R Prompting: Review, Rephrase and Resolve for Chain-of-Thought Reasoning in Large Language Models under Noisy Context

Qingyuan Tian

Hanlun Zhu

Lei Wang

Yang Li

Yunshi Lan

2023/10/25

Non-Autoregressive Math Word Problem Solver with Unified Tree Structure

EMNLP 2023

Yi Bin

Mengqun Han

Wenhao Shi

Lei Wang

Yang Yang

...

2023/5/8

Zero-Shot Next-Item Recommendation using Large Pretrained Language Models

arXiv preprint arXiv:2304.03153

Lei Wang

Ee-Peng Lim

2023/4/6

LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay

arXiv preprint arXiv:2310.14985

Yihuai Lan

Zhiqiang Hu

Lei Wang

Yang Wang

Deheng Ye

...

2023/10/23

A Prompt-Based Topic-Modeling Method for Depression Detection on Low-Resource Data

IEEE Transactions on Computational Social Systems

Yanrong Guo

Jilong Liu

Lei Wang

Wei Qin

Shijie Hao

...

2023/3/19

See List of Professors in Lei (Demo) Wang University(Singapore Management University)

Co-Authors

H-index: 69
Ee-Peng Lim

Ee-Peng Lim

Singapore Management University

H-index: 40
Xing Xu (徐行)

Xing Xu (徐行)

University of Electronic Science and Technology of China

H-index: 37
Zhang Dongxiang

Zhang Dongxiang

Zhejiang University

H-index: 23
Yong Wang

Yong Wang

Singapore Management University

H-index: 20
Roy Ka-Wei Lee

Roy Ka-Wei Lee

Singapore University of Technology and Design

H-index: 19
Zhiwei Liu

Zhiwei Liu

University of Illinois at Chicago

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