Xuezhe Ma

Xuezhe Ma

University of Southern California

H-index: 27

North America-United States

About Xuezhe Ma

Xuezhe Ma, With an exceptional h-index of 27 and a recent h-index of 27 (since 2020), a distinguished researcher at University of Southern California, specializes in the field of Natural Language Processing, Machine Learning, Deep Generative Models, Dependency Parsing.

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

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways

MAX-ISI System at WMT23 Discourse-Level Literary Translation Task

Mega: moving average equipped gated attention

Evaluating large language models on controlled generation tasks

Better may not be fairer: A study on subgroup discrepancy in image classification

RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation

Challenges in context-aware neural machine translation

Xuezhe Ma Information

University

Position

Information Sciences Institute

Citations(all)

6589

Citations(since 2020)

5649

Cited By

3074

hIndex(all)

27

hIndex(since 2020)

27

i10Index(all)

38

i10Index(since 2020)

34

Email

University Profile Page

University of Southern California

Google Scholar

View Google Scholar Profile

Xuezhe Ma Skills & Research Interests

Natural Language Processing

Machine Learning

Deep Generative Models

Dependency Parsing

Top articles of Xuezhe Ma

Title

Journal

Author(s)

Publication Date

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

arXiv preprint arXiv:2404.08801

Xuezhe Ma

Xiaomeng Yang

Wenhan Xiong

Beidi Chen

Lili Yu

...

2024/4/12

MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways

Proceedings of the AAAI Conference on Artificial Intelligence

Mingyu Derek Ma

Alexander K Taylor

Nuan Wen

Yanchen Liu

Po-Nien Kung

...

2024/3/24

MAX-ISI System at WMT23 Discourse-Level Literary Translation Task

Li An

Linghao Jin

Xuezhe Ma

2023/12

Mega: moving average equipped gated attention

arXiv preprint arXiv:2209.10655

Xuezhe Ma

Chunting Zhou

Xiang Kong

Junxian He

Liangke Gui

...

2022/9/21

Evaluating large language models on controlled generation tasks

arXiv preprint arXiv:2310.14542

Jiao Sun

Yufei Tian

Wangchunshu Zhou

Nan Xu

Qian Hu

...

2023/10/23

Better may not be fairer: A study on subgroup discrepancy in image classification

Ming-Chang Chiu

Pin-Yu Chen

Xuezhe Ma

2023

RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation

arXiv preprint arXiv:2306.07206

Shuai Liu

Hyundong J Cho

Marjorie Freedman

Xuezhe Ma

Jonathan May

2023/6/12

Challenges in context-aware neural machine translation

arXiv preprint arXiv:2305.13751

Linghao Jin

Jacqueline He

Jonathan May

Xuezhe Ma

2023/5/23

Look-back Decoding for Open-Ended Text Generation

arXiv preprint arXiv:2305.13477

Nan Xu

Chunting Zhou

Asli Celikyilmaz

Xuezhe Ma

2023/5/22

Lima: Less is more for alignment

arXiv preprint arXiv:2305.11206

Chunting Zhou

Pengfei Liu

Puxin Xu

Srini Iyer

Jiao Sun

...

2023/5/18

Investigating the benefits of free-form rationales

arXiv preprint arXiv:2206.11083

Jiao Sun

Swabha Swayamdipta

Jonathan May

Xuezhe Ma

2022/5/25

Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning

Mozhdeh Gheini

Xuezhe Ma

Jonathan May

2022/5/25

Towards a unified view of parameter-efficient transfer learning

ICLR 2022

Junxian He

Chunting Zhou

Xuezhe Ma

Taylor Berg-Kirkpatrick

Graham Neubig

2022

On Human Visual Contrast Sensitivity and Machine Vision Robustness: A Comparative Study

arXiv preprint arXiv:2212.08650

Ming-Chang Chiu

Yingfei Wang

Derrick Eui Gyu Kim

Pin-Yu Chen

Xuezhe Ma

2022/12/16

Prompt consistency for zero-shot task generalization

arXiv preprint arXiv:2205.00049

Chunting Zhou

Junxian He

Xuezhe Ma

Taylor Berg-Kirkpatrick

Graham Neubig

2022/4/29

Robust Representation Learning for Group Shifts and Adversarial Examples

Ming-Chang Chiu

Xuezhe Ma

2022/11/18

Improving stability of fine-tuning pretrained language models via component-wise gradient norm clipping

arXiv preprint arXiv:2210.10325

Chenghao Yang

Xuezhe Ma

2022/10/19

DiSCoL: Toward engaging dialogue systems through conversational line guided response generation

arXiv preprint arXiv:2102.02191

Sarik Ghazarian

Zixi Liu

Tuhin Chakrabarty

Xuezhe Ma

Aram Galstyan

...

2021/2/3

Examining and Combating Spurious Features under Distribution Shift

Chunting Zhou

Xuezhe Ma

Paul Michel

Graham Neubig

2021/6/14

Luna: Linear Unified Nested Attention

Advances in Neural Information Processing Systems

Xuezhe Ma

Xiang Kong

Sinong Wang

Chunting Zhou

Jonathan May

...

2021/12/6

See List of Professors in Xuezhe Ma University(University of Southern California)

Co-Authors

H-index: 114
Eric Xing

Eric Xing

Carnegie Mellon University

H-index: 100
Luke Zettlemoyer

Luke Zettlemoyer

University of Washington

H-index: 82
Graham Neubig

Graham Neubig

Carnegie Mellon University

H-index: 51
Omer Levy

Omer Levy

Tel Aviv University

H-index: 43
Zhiting Hu

Zhiting Hu

Carnegie Mellon University

H-index: 42
Nanyun (Violet) Peng

Nanyun (Violet) Peng

University of California, Los Angeles

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