Xuanli He

Xuanli He

Monash University

H-index: 14

Oceania-Australia

About Xuanli He

Xuanli He, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Monash 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:

Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation

Attacks on Third-Party APIs of Large Language Models

The Hallucinations Leaderboard--An Open Effort to Measure Hallucinations in Large Language Models

Backdoor Attack on Multilingual Machine Translation

StarCoder 2 and The Stack v2: The Next Generation

Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge

Transferring Troubles: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning

Overview of the 2023 ALTA Shared Task: Discriminate between Human-Written and Machine-Generated Text

Xuanli He Information

University

Position

___

Citations(all)

814

Citations(since 2020)

773

Cited By

210

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

16

i10Index(since 2020)

16

Email

University Profile Page

Google Scholar

Xuanli He Skills & Research Interests

Natural Language Processing

Machine Learning

Top articles of Xuanli He

Title

Journal

Author(s)

Publication Date

Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation

arXiv preprint arXiv:2402.16889

Aditya Desu

Xuanli He

Qiongkai Xu

Wei Lu

2024/2/23

Attacks on Third-Party APIs of Large Language Models

arXiv preprint arXiv:2404.16891

Wanru Zhao

Vidit Khazanchi

Haodi Xing

Xuanli He

Qiongkai Xu

...

2024/4/24

The Hallucinations Leaderboard--An Open Effort to Measure Hallucinations in Large Language Models

arXiv preprint arXiv:2404.05904

Giwon Hong

Aryo Pradipta Gema

Rohit Saxena

Xiaotang Du

Ping Nie

...

2024/4/8

Backdoor Attack on Multilingual Machine Translation

arXiv preprint arXiv:2404.02393

Jun Wang

Qiongkai Xu

Xuanli He

Benjamin IP Rubinstein

Trevor Cohn

2024/4/3

StarCoder 2 and The Stack v2: The Next Generation

arXiv preprint arXiv:2402.19173

Anton Lozhkov

Raymond Li

Loubna Ben Allal

Federico Cassano

Joel Lamy-Poirier

...

2024/2/29

Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge

arXiv preprint arXiv:2402.19334

Ansh Arora

Xuanli He

Maximilian Mozes

Srinibas Swain

Mark Dras

...

2024/2/29

Transferring Troubles: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning

arXiv preprint arXiv:2404.19597

Xuanli He

Jun Wang

Qiongkai Xu

Pasquale Minervini

Pontus Stenetorp

...

2024/4/30

Overview of the 2023 ALTA Shared Task: Discriminate between Human-Written and Machine-Generated Text

ALTA

Diego Molla

Haolan Zhan

Xuanli He

Qiongkai Xu

2023

Use of llms for illicit purposes: Threats, prevention measures, and vulnerabilities

arXiv preprint arXiv:2308.12833

Maximilian Mozes

Xuanli He

Bennett Kleinberg

Lewis D Griffin

2023/8/24

IMBERT: Making BERT immune to insertion-based backdoor attacks

arXiv preprint arXiv:2305.16503

Xuanli He

Jun Wang

Benjamin Rubinstein

Trevor Cohn

2023/5/25

Security challenges in natural language processing models

Qiongkai Xu

Xuanli He

2023/12

G3detector: General gpt-generated text detector

arXiv preprint arXiv:2305.12680

Haolan Zhan

Xuanli He

Qiongkai Xu

Yuxiang Wu

Pontus Stenetorp

2023/5/22

AfriMTE and AfriCOMET: Empowering COMET to Embrace Under-resourced African Languages

arXiv preprint arXiv:2311.09828

Jiayi Wang

David Ifeoluwa Adelani

Sweta Agrawal

Ricardo Rei

Eleftheria Briakou

...

2023/11/16

Mitigating backdoor poisoning attacks through the lens of spurious correlation

EMNLP

Xuanli He

Qiongkai Xu

Jun Wang

Benjamin Rubinstein

Trevor Cohn

2023/5/19

Using Natural Language Explanations to Improve Robustness of In-context Learning for Natural Language Inference

arXiv preprint arXiv:2311.07556

Xuanli He

Yuxiang Wu

Oana-Maria Camburu

Pasquale Minervini

Pontus Stenetorp

2023/11/13

Koala: An index for quantifying overlaps with pre-training corpora

Thuy-Trang Vu

Xuanli He

Gholamreza Haffari

Ehsan Shareghi

2023/3/26

Can Knowledge Graphs Simplify Text?

Anthony Colas

Haodi Ma

Xuanli He

Yang Bai

Daisy Zhe Wang

2023/10/21

Generate, annotate, and learn: Nlp with synthetic text

Transactions of the Association for Computational Linguistics

Xuanli He

Islam Nassar

Jamie Kiros

Gholamreza Haffari

Mohammad Norouzi

2022/8/12

Cater: Intellectual property protection on text generation apis via conditional watermarks

NeurIPS

Xuanli He

Qiongkai Xu

Yi Zeng

Lingjuan Lyu

Fangzhao Wu

...

2022/9/19

Protecting intellectual property of language generation apis with lexical watermark

AAAI

Xuanli He

Qiongkai Xu

Lingjuan Lyu

Fangzhao Wu

Chenguang Wang

2022

See List of Professors in Xuanli He University(Monash University)

Co-Authors

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