Yunmo Chen

Yunmo Chen

Johns Hopkins University

H-index: 5

North America-United States

About Yunmo Chen

Yunmo Chen, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Johns Hopkins University, specializes in the field of Natural Language Processing, Reinforcement Learning, Information Extraction.

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

Contrastive preference optimization: Pushing the boundaries of llm performance in machine translation

Streaming Sequence Transduction through Dynamic Compression

MultiMUC: Multilingual Template Filling on MUC-4

The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts

Condensing Multilingual Knowledge with Lightweight Language-Specific Modules

Narrowing the Gap between Zero-and Few-shot Machine Translation by Matching Styles

FaithScore: Evaluating Hallucinations in Large Vision-Language Models

A Unified View of Evaluation Metrics for Structured Prediction

Yunmo Chen Information

University

Position

___

Citations(all)

179

Citations(since 2020)

179

Cited By

12

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Johns Hopkins University

Google Scholar

View Google Scholar Profile

Yunmo Chen Skills & Research Interests

Natural Language Processing

Reinforcement Learning

Information Extraction

Top articles of Yunmo Chen

Title

Journal

Author(s)

Publication Date

Contrastive preference optimization: Pushing the boundaries of llm performance in machine translation

arXiv preprint arXiv:2401.08417

Haoran Xu

Amr Sharaf

Yunmo Chen

Weiting Tan

Lingfeng Shen

...

2024/1/16

Streaming Sequence Transduction through Dynamic Compression

arXiv preprint arXiv:2402.01172

Weiting Tan

Yunmo Chen

Tongfei Chen

Guanghui Qin

Haoran Xu

...

2024/2/2

MultiMUC: Multilingual Template Filling on MUC-4

EACL 2024

William Gantt

Shabnam Behzad

Hannah YoungEun An

Yunmo Chen

Aaron Steven White

...

2024/1/29

The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts

arXiv preprint arXiv:2401.13136

Lingfeng Shen

Weiting Tan

Sihao Chen

Yunmo Chen

Jingyu Zhang

...

2024/1/23

Condensing Multilingual Knowledge with Lightweight Language-Specific Modules

Haoran Xu

Weiting Tan

Shuyue Stella Li

Yunmo Chen

Benjamin Van Durme

...

2023/5/23

Narrowing the Gap between Zero-and Few-shot Machine Translation by Matching Styles

NAACL 2024

Weiting Tan

Haoran Xu

Lingfeng Shen

Shuyue Stella Li

Kenton Murray

...

2023/11/4

FaithScore: Evaluating Hallucinations in Large Vision-Language Models

arXiv preprint arXiv:2311.01477

Liqiang Jing

Ruosen Li

Yunmo Chen

Mengzhao Jia

Xinya Du

2023/11/2

A Unified View of Evaluation Metrics for Structured Prediction

EMNLP 2023

Yunmo Chen

William Gantt

Tongfei Chen

Aaron Steven White

Benjamin Van Durme

2023/10/20

Differentiable Tree Operations Promote Compositional Generalization

ICML 2023

Paul Soulos

Edward Hu

Kate McCurdy

Yunmo Chen

Roland Fernandez

...

2023/6/1

Asking the right questions in low resource template extraction

arXiv preprint arXiv:2205.12643

Nils Holzenberger

Yunmo Chen

Benjamin Van Durme

2022/5/25

When Do Decompositions Help for Machine Reading?

arXiv preprint arXiv:2212.10019

Kangda Wei

Dawn Lawrie

Benjamin Van Durme

Yunmo Chen

Orion Weller

2022/12/20

On Event Individuation for Document-Level Information Extraction

arXiv preprint arXiv:2212.09702

William Gantt

Reno Kriz

Yunmo Chen

Siddharth Vashishtha

Aaron Steven White

2022/12/19

An Empirical Study on Finding Spans

Weiwei Gu

Boyuan Zheng

Yunmo Chen

Tongfei Chen

Benjamin Van Durme

2022/10/13

Iterative Document-level Information Extraction via Imitation Learning

arXiv preprint arXiv:2210.06600

Yunmo Chen

William Gantt

Weiwei Gu

Tongfei Chen

Aaron Steven White

...

2022/10/12

Everything is all it takes: A multipronged strategy for zero-shot cross-lingual information extraction

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Mahsa Yarmohammadi

Shijie Wu

Marc Marone

Haoran Xu

Seth Ebner

...

2021

LOME: Large ontology multilingual extraction

arXiv preprint arXiv:2101.12175

Patrick Xia

Guanghui Qin

Siddharth Vashishtha

Yunmo Chen

Tongfei Chen

...

2021/1/28

Hierarchical Entity Typing via Multi-level Learning to Rank

Tongfei Chen

Yunmo Chen

Benjamin Van Durme

2020/6/24

Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems

Yunmo Chen

Sixing Lu

Fan Yang

Xiaojiang Huang

Xing Fan

...

2020/12/21

Joint modeling of arguments for event understanding

Yunmo Chen

Tongfei Chen

Benjamin Van Durme

2020/11

See List of Professors in Yunmo Chen University(Johns Hopkins University)

Co-Authors

H-index: 57
Benjamin Van Durme

Benjamin Van Durme

Johns Hopkins University

H-index: 25
Kyle Rawlins

Kyle Rawlins

Johns Hopkins University

H-index: 21
Aaron Steven White

Aaron Steven White

University of Rochester

H-index: 19
Patrick Xia

Patrick Xia

Johns Hopkins University

H-index: 17
Kenton Murray

Kenton Murray

Johns Hopkins University

H-index: 6
Seth Ebner

Seth Ebner

Johns Hopkins University

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