Xuezhe Ma

5.5k total citations · 1 hit paper
40 papers, 2.1k citations indexed

About

Xuezhe Ma is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Xuezhe Ma has authored 40 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 36 papers in Artificial Intelligence, 12 papers in Computer Vision and Pattern Recognition and 4 papers in Information Systems. Recurrent topics in Xuezhe Ma's work include Topic Modeling (27 papers), Natural Language Processing Techniques (25 papers) and Speech Recognition and Synthesis (7 papers). Xuezhe Ma is often cited by papers focused on Topic Modeling (27 papers), Natural Language Processing Techniques (25 papers) and Speech Recognition and Synthesis (7 papers). Xuezhe Ma collaborates with scholars based in United States, China and Switzerland. Xuezhe Ma's co-authors include Eduard Hovy, Graham Neubig, Chunting Zhou, Nanyun Peng, Fei Xia, Hai Zhao, Xian Li, Zhengzhong Liu, Jingzhou Liu and Zhisong Zhang and has published in prestigious journals such as Theory and applications of categories, Rare & Special e-Zone (The Hong Kong University of Science and Technology) and arXiv (Cornell University).

In The Last Decade

Xuezhe Ma

37 papers receiving 2.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

2016 1.5k citations Xuezhe Ma, Eduard Hovy profile →

Peers

Xuezhe Ma

AI

CVPR

MB

IS

MSOR

Xu Han China

Cícero dos Santos Brazil

Michihiro Yasunaga United States

Yubo Chen China

Xianpei Han China

Jonathan Berant Israel

Shumin Deng China

Houfeng Wang China

Yelong Shen United States

Grégoire Mesnil Canada

Xu Han China

Xuezhe Ma

2.4k ×1.3

AI

482 ×1.7

CVPR

157 ×0.7

MB

298 ×1.5

IS

223 ×1.3

MSOR

Citations per year, relative to Xuezhe Ma Xuezhe Ma (= 1×) peers Xu Han

Countries citing papers authored by Xuezhe Ma

Since Specialization

Citations

This map shows the geographic impact of Xuezhe Ma's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xuezhe Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xuezhe Ma more than expected).

Fields of papers citing papers by Xuezhe Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xuezhe Ma. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xuezhe Ma. The network helps show where Xuezhe Ma may publish in the future.

Co-authorship network of co-authors of Xuezhe Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Xuezhe Ma. A scholar is included among the top collaborators of Xuezhe Ma based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xuezhe Ma. Xuezhe Ma is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

1.

Han, Xu, et al.. (2024). Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models. PubMed. 2024. 10784–10799.

2.

Liu, Yanchen, et al.. (2024). MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. Proceedings of the AAAI Conference on Artificial Intelligence. 38(21). 23811–23813.

3.

Sun, Jiao, Yufei Tian, Wangchunshu Zhou, et al.. (2023). Evaluating Large Language Models on Controlled Generation Tasks. 3155–3168. 4 indexed citations

4.

Liu, Shuai, et al.. (2023). RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation. 8404–8419. 2 indexed citations

5.

Xu, Nan, Chunting Zhou, Aslı Çelikyılmaz, & Xuezhe Ma. (2023). Look-back Decoding for Open-Ended Text Generation. 1039–1050. 2 indexed citations

6.

Gheini, Mozhdeh, Xuezhe Ma, & Jonathan May. (2023). Know Where You’re Going: Meta-Learning for Parameter-Efficient Fine-Tuning. 11602–11612. 2 indexed citations

7.

May, Jonathan, et al.. (2023). Challenges in Context-Aware Neural Machine Translation. 15246–15263. 2 indexed citations

8.

Yang, Chenghao & Xuezhe Ma. (2022). Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping. 4854–4859. 4 indexed citations

9.

Zhou, Chunting, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, & Graham Neubig. (2022). Prompt Consistency for Zero-Shot Task Generalization. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 2613–2626. 28 indexed citations

10.

Wu, Yuwei, Xuezhe Ma, & Diyi Yang. (2021). Personalized Response Generation via Generative Split Memory Network. 1956–1970. 24 indexed citations

11.

Sun, Jiao, Xuezhe Ma, & Nanyun Peng. (2021). AESOP: Paraphrase Generation with Adaptive Syntactic Control. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 5176–5189. 27 indexed citations

12.

Zhou, Chunting, Xuezhe Ma, Paul Michel, & Graham Neubig. (2021). Examining and Combating Spurious Features under Distribution Shift. International Conference on Machine Learning. 12857–12867. 7 indexed citations

13.

Zhang, Zhisong, Xiang Kong, Zhengzhong Liu, Xuezhe Ma, & Eduard Hovy. (2020). A Two-Step Approach for Implicit Event Argument Detection. 7479–7485. 44 indexed citations

14.

Ma, Xuezhe, Chunting Zhou, & Eduard Hovy. (2019). MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders. International Conference on Learning Representations. 5 indexed citations

15.

Ahmad, Wasi Uddin, Zhisong Zhang, Xuezhe Ma, et al.. (2018). Near or Far, Wide Range Zero-Shot Cross-Lingual Dependency Parsing.. arXiv (Cornell University). 4 indexed citations

16.

Ma, Xuezhe, et al.. (2017). STCP: Simplified-Traditional Chinese Conversion and Proofreading. International Joint Conference on Natural Language Processing. 61–64. 1 indexed citations

17.

Ma, Xuezhe & Eduard Hovy. (2017). Neural Probabilistic Model for Non-projective MST Parsing. International Joint Conference on Natural Language Processing. 1. 59–69. 11 indexed citations

18.

Ma, Xuezhe, et al.. (2016). CMU System for Entity Discovery and Linking at TAC-KBP 2016.. Theory and applications of categories. 1 indexed citations

19.

Fauceglia, Nicolas Rodolfo, et al.. (2015). CMU System for Entity Discovery and Linking at TAC-KBP 2015.. Theory and applications of categories. 2 indexed citations

20.

Ma, Xuezhe & Hai Zhao. (2012). Fourth-Order Dependency Parsing. International Conference on Computational Linguistics. 785–796. 40 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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