Yuning Mao

About Yuning Mao

Yuning Mao, With an exceptional h-index of 19 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Natural Language Processing, Generative AI.

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

Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts

Llama guard: Llm-based input-output safeguard for human-ai conversations

RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training

APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models

Mart: Improving llm safety with multi-round automatic red-teaming

Llama 2: Open foundation and fine-tuned chat models

Generating Hashtags for Short-form Videos with Guided Signals

Lima: Less is more for alignment

Yuning Mao Information

University

Position

___

Citations(all)

2677

Citations(since 2020)

2659

Cited By

127

hIndex(all)

19

hIndex(since 2020)

19

i10Index(all)

23

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

Yuning Mao Skills & Research Interests

Natural Language Processing

Generative AI

Top articles of Yuning Mao

Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts

2024/5/11

Llama guard: Llm-based input-output safeguard for human-ai conversations

arXiv preprint arXiv:2312.06674

2023/12/7

RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training

EMNLP 2023

2023/12/7

APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models

2023/12

Mart: Improving llm safety with multi-round automatic red-teaming

arXiv preprint arXiv:2311.07689

2023/11/13

Generating Hashtags for Short-form Videos with Guided Signals

2023/7

Hanchao Yu
Hanchao Yu

H-Index: 4

Yuning Mao
Yuning Mao

H-Index: 7

Residual Prompt Tuning: Improving Prompt Tuning with Residual Reparameterization

arXiv preprint arXiv:2305.03937

2023/5/6

Representation Deficiency in Masked Language Modeling

arXiv preprint arXiv:2302.02060

2023/2/4

Progressive Prompts: Continual Learning for Language Models

2023

Xlm-v: Overcoming the vocabulary bottleneck in multilingual masked language models

arXiv preprint arXiv:2301.10472

2023/1/25

Towards a Unified Multi-Dimensional Evaluator for Text Generation

EMNLP 2022

2022/10/13

Robustifying Language Models via Adversarial Training with Masked Gradient

2023

CiteSum: Citation text-guided scientific extreme summarization and domain adaptation with limited supervision

arXiv preprint arXiv:2205.06207

2022/5/12

Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion

2022/5

Evidence-enhanced document-level relation extraction

2022/4/15

Guided text summarization with limited supervision

2022/4/15

Yuning Mao
Yuning Mao

H-Index: 7

Unsupervised Multi-Granularity Summarization

Findings of EMNLP 2022

2022/1/29

Unipelt: A unified framework for parameter-efficient language model tuning

ACL 2022

2022

See List of Professors in Yuning Mao University(University of Illinois at Urbana-Champaign)

Co-Authors

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