Jingbo Shang

Jingbo Shang

University of California, San Diego

H-index: 28

North America-United States

About Jingbo Shang

Jingbo Shang, With an exceptional h-index of 28 and a recent h-index of 27 (since 2020), a distinguished researcher at University of California, San Diego, specializes in the field of Natural Language Processing, Data Mining, Deep Learning, Information Extraction, Weak Supervision.

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

Incubating Text Classifiers Following User Instruction with Nothing but LLM

Learn from Failure: Fine-Tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving

READ: Improving Relation Extraction from an ADversarial Perspective

MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks

Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning

LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

TOOLVERIFIER: Generalization to New Tools via Self-Verification

Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models

Jingbo Shang Information

University

Position

Assistant Professor

Citations(all)

4017

Citations(since 2020)

3406

Cited By

1835

hIndex(all)

28

hIndex(since 2020)

27

i10Index(all)

49

i10Index(since 2020)

48

Email

University Profile Page

Google Scholar

Jingbo Shang Skills & Research Interests

Natural Language Processing

Data Mining

Deep Learning

Information Extraction

Weak Supervision

Top articles of Jingbo Shang

Incubating Text Classifiers Following User Instruction with Nothing but LLM

arXiv preprint arXiv:2404.10877

2024/4/16

Jingbo Shang
Jingbo Shang

H-Index: 16

Learn from Failure: Fine-Tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving

arXiv preprint arXiv:2404.07382

2024/4/10

READ: Improving Relation Extraction from an ADversarial Perspective

arXiv preprint arXiv:2404.02931

2024/4/2

Dawei Li
Dawei Li

H-Index: 9

Jingbo Shang
Jingbo Shang

H-Index: 16

MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks

arXiv preprint arXiv:2404.00457

2024/3/30

Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning

arXiv preprint arXiv:2403.20046

2024/3/29

LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

arXiv preprint arXiv:2402.16906

2024/2/25

TOOLVERIFIER: Generalization to New Tools via Self-Verification

arXiv preprint arXiv:2402.14158

2024/2/21

Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models

arXiv preprint arXiv:2402.10430

2024/2/16

Answer is All You Need: Instruction-following Text Embedding via Answering the Question

arXiv preprint arXiv:2402.09642

2024/2/15

MEMORYLLM: Towards Self-Updatable Large Language Models

arXiv preprint arXiv:2402.04624

2024/2/7

Learning a Decision Tree Algorithm with Transformers

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2024/2/6

Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision

arXiv preprint arXiv:2402.02658

2024/2/5

Zihan Wang
Zihan Wang

H-Index: 3

Jingbo Shang
Jingbo Shang

H-Index: 16

Large Language Models for Time Series: A Survey

2024/2/2

Ranak Roy Chowdhury
Ranak Roy Chowdhury

H-Index: 1

Jingbo Shang
Jingbo Shang

H-Index: 16

MedLM: Exploring Language Models for Medical Question Answering Systems

arXiv preprint arXiv:2401.11389

2024/1/21

Vivek Sharma
Vivek Sharma

H-Index: 1

Jingbo Shang
Jingbo Shang

H-Index: 16

Chain-of-table: Evolving tables in the reasoning chain for table understanding

arXiv preprint arXiv:2401.04398

2024/1/9

Fast-ELECTRA for Efficient Pre-training

arXiv preprint arXiv:2310.07347

2023/10/11

Critique ability of large language models

arXiv preprint arXiv:2310.04815

2023/10/7

Robust and interpretable medical image classifiers via concept bottleneck models

arXiv preprint arXiv:2310.03182

2023/10/4

Minimally supervised contextual inference from human mobility: an iterative collaborative distillation framework

2023

Ucepic: Unifying aspect planning and lexical constraints for generating explanations in recommendation

2023/8/6

See List of Professors in Jingbo Shang University(University of California, San Diego)

Co-Authors

academic-engine