Xiaodan Zhu

Xiaodan Zhu

Queens University

H-index: 42

Asia-Bangladesh

About Xiaodan Zhu

Xiaodan Zhu, With an exceptional h-index of 42 and a recent h-index of 34 (since 2020), a distinguished researcher at Queens University, specializes in the field of Natural language processing, machine learning, artificial intelligence.

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

Calibration Attack: A Framework For Adversarial Attacks Targeting Calibration

Ensemble Distillation for Unsupervised Constituency Parsing

Code Prompting Elicits Conditional Reasoning Abilities in Text+ Code LLMs

NatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic

Can GPT Models be Financial Analysts? An Evaluation of Chatgpt and Gpt-4 on Mock CFA Exams

Parameter-Efficient Methods for Metastases Detection from Clinical Notes

Prefix Propagation: Parameter-Efficient Tuning for Long Sequences

Chatgpt as data augmentation for compositional generalization: A case study in open intent detection

Xiaodan Zhu Information

University

Position

ECE & Ingenuity Labs Research Institute Canada

Citations(all)

10762

Citations(since 2020)

7325

Cited By

6302

hIndex(all)

42

hIndex(since 2020)

34

i10Index(all)

81

i10Index(since 2020)

70

Email

University Profile Page

Queens University

Google Scholar

View Google Scholar Profile

Xiaodan Zhu Skills & Research Interests

Natural language processing

machine learning

artificial intelligence

Top articles of Xiaodan Zhu

Title

Journal

Author(s)

Publication Date

Calibration Attack: A Framework For Adversarial Attacks Targeting Calibration

arXiv preprint arXiv:2401.02718

Stephen Obadinma

Xiaodan Zhu

Hongyu Guo

2024/1/5

Ensemble Distillation for Unsupervised Constituency Parsing

ICLR

Behzad Shayegh

Yanshuai Cao

Xiaodan Zhu

Jackie CK Cheung

Lili Mou

2024/1/1

Code Prompting Elicits Conditional Reasoning Abilities in Text+ Code LLMs

arXiv preprint arXiv:2401.10065

Haritz Puerto

Martin Tutek

Somak Aditya

Xiaodan Zhu

Iryna Gurevych

2024/1/18

NatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic

ACL

Zi'ou Zheng

Xiaodan Zhu

2023/7/13

Can GPT Models be Financial Analysts? An Evaluation of Chatgpt and Gpt-4 on Mock CFA Exams

arXiv preprint arXiv:2310.08678

Ethan Callanan

Amarachi Mbakwe

Antony Papadimitriou

Yulong Pei

Mathieu Sibue

...

2023/10/12

Parameter-Efficient Methods for Metastases Detection from Clinical Notes

Canadian Conference on Artificial Intelligence

Maede Ashofteh Barabadi

Xiaodan Zhu

Wai Yip Chan

Richard Kinh Do

Amber L. Simpson

2023/6/5

Prefix Propagation: Parameter-Efficient Tuning for Long Sequences

ACL

Jonathan Li

Will Aitken

Rohan Bhambhoria

Xiaodan Zhu

2023/7/12

Chatgpt as data augmentation for compositional generalization: A case study in open intent detection

arXiv preprint arXiv:2308.13517

Yihao Fang

Xianzhi Li

Stephen W Thomas

Xiaodan Zhu

2023/8/25

JECC: Commonsense Reasoning Tasks Derived fromInteractive Fictions

Mo Yu

Xiaoxiao Guo

Yufei Feng

Yi Gu

Xiaodan Zhu

...

2023/5/24

A Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification

ACL

Rohan Bhambhoria

Lei Chen

Xiaodan Zhu

2023/7/11

Robust NLP for Finance (RobustFin)

Sameena Shah

Xiaodan Zhu

Gerard de Melo

Armineh Nourbakhsh

Xiaomo Liu

...

2023/8/6

OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding

The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Zhan Shi

Guoyin Wang

Ke Bai

Jiwei Li

Xiang Li

...

2023/12/10

Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support

arXiv preprint arXiv:2302.03222

Stephen Obadinma

Faiza Khan Khattak

Shirley Wang

Tania Sidhom

Elaine Lau

...

2023/2/7

Prototype-Based Interpretability for Legal Citation Prediction

ACL Findings

Chu-Fei Luo

Rohan Bhambhoria

Samuel Dahan

Xiaodan Zhu

2023/7/10

Knowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop

Sameena Shah

Xiaodan Zhu

Wenhu Chen

Manling Li

Armineh Nourbakhsh

...

2023/7/19

Legally Enforceable Hate Speech Detection for Public Forums

Findings of The 2023 Conference on Empirical Methods in Natural Language Processing. (EMNLP Findings)

Chu Fei Luo

Rohan Bhambhoria

Samuel Dahan

Xiaodan Zhu

2023/12/7

Effectiveness of Data Augmentation for Prefix Tuning with Limited Data

arXiv preprint arXiv:2303.02577

Stephen Obadinma

Hongyu Guo

Xiaodan Zhu

2023/1/1

Weighted Contrastive Learning With False Negative Control to Help Long-tailed Product Classification

ACL Industrial Track

Tianqi Wang

Lei Chen

Xiaodan Zhu

Younghun Lee

Jing Gao

2023/7/9

Automatic Depression Severity Assessment with Deep Learning using Parameter Efficient Tuning

Frontiers in Psychiatry

Clinton Lau

Xiaodan Zhu

Wai-Yip Chan

2023/7/15

Knowledge-selective pretraining for attribute value extraction

Hui Liu

Qingyu Yin

Zhengyang Wang

Chenwei Zhang

Haoming Jiang

...

2023/12

See List of Professors in Xiaodan Zhu University(Queens University)

Co-Authors

H-index: 62
Graeme Hirst

Graeme Hirst

University of Toronto

H-index: 43
Diana Inkpen

Diana Inkpen

Ottawa University

H-index: 41
Frank Rudzicz

Frank Rudzicz

University of Toronto

H-index: 40
Hui Jiang

Hui Jiang

York University

H-index: 33
Daniel Lemire

Daniel Lemire

Université du Québec à Montréal

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