Publications

2025

Streaming Sequence Transduction through Dynamic Compression

Weiting Tan, Yunmo Chen, Tongfei Chen, Guanghui Qin, Haoran Xu, Heidi Zhang, Benjamin Van Durme, Philipp Koehn

International Conference on Spoken Language Translation (IWSLT)

Code

2024

🏆 Outstanding Paper Award Learning to Retrieve Iteratively for In-Context Learning

Yunmo Chen, Tongfei Chen, Harsh Jhamtani, Patrick Xia, Richard Shin, Jason Eisner, Benjamin Van Durme

Empirical Methods in Natural Language Processing (EMNLP)

FaithScore: Evaluating Hallucinations in Large Vision-Language Models

Liqiang Jing, Ruosen Li, Yunmo Chen, Mengzhao Jia, Xinya Du

Empirical Methods in Natural Language Processing (EMNLP), findings

Code

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

Lingfeng Shen, Weiting Tan, Sihao Chen, Yunmo Chen, Jingyu Zhang, Haoran Xu, Boyuan Zheng, Philipp Koehn, Daniel Khashabi

Association for Computational Linguistics (ACL), findings

Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation

Haoran Xu, Amr Sharaf, Yunmo Chen, Weiting Tan, Lingfeng Shen, Benjamin Van Durme, Kenton Murray, Young Jin Kim

International Conference on Machine Learning (ICML)

HuggingFace Trainer

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

Weiting Tan, Haoran Xu, Lingfeng Shen, Shuyue Stella Li, Kenton Murray, Philipp Koehn, Benjamin Van Durme, Yunmo Chen

North American Chapter of the Association for Computational Linguistics (NAACL)

MultiMUC: Multilingual Template Filling on MUC-4

William Gantt, Shabnam Behzad, Hannah YoungEun An, Yunmo Chen, Aaron Steven White, Benjamin Van Durme, Mahsa Yarmohammadi

European Chapter of the Association for Computational Linguistics (EACL)

Code

2023

A Unified View of Evaluation Metrics for Structured Prediction

Yunmo Chen*, William Gantt*, Tongfei Chen*, Aaron Steven White, Benjamin Van Durme

Empirical Methods in Natural Language Processing (EMNLP)

Code Package

Condensing Multilingual Knowledge with Lightweight Language-Specific Modules

Haoran Xu, Weiting Tan*, Shuyue Stella Li*, Yunmo Chen*, Benjamin Van Durme, Philipp Koehn, Kenton Murray

Empirical Methods in Natural Language Processing (EMNLP)

Code

On Event Individuation for Document-Level Information Extraction

William Gantt, Reno Kriz*, Yunmo Chen*, Siddharth Vashishtha*, Aaron Steven White

Empirical Methods in Natural Language Processing (EMNLP), findings

Code

When Do Decompositions Help for Machine Reading?

Kangda Wei, Dawn Lawrie, Benjamin Van Durme, Yunmo Chen, Orion Weller

Empirical Methods in Natural Language Processing (EMNLP)

🏆 Outstanding Paper Award Iterative Document-level Information Extraction via Imitation Learning

Yunmo Chen, William Gantt, Weiwei Gu, Tongfei Chen, Aaron Steven White, Benjamin Van Durme

European Chapter of the Association for Computational Linguistics (EACL)

Poster Code

Differentiable Tree Operations Promote Compositional Generalization

Paul Soulos, Edward J. Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao

International Conference on Machine Learning (ICML)

Poster Code

2022

An Empirical Study on Finding Spans

Weiwei Gu*, Boyuan Zheng*, Yunmo Chen, Tongfei Chen, Benjamin Van Durme

Empirical Methods in Natural Language Processing (EMNLP)

Poster

2021

Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction

Mahsa Yarmohammadi, Shijie Wu, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenton Murray, Aaron White, Mark Dredze, Benjamin Van Durme

Empirical Methods in Natural Language Processing (EMNLP)

Code

LOME: Large Ontology Multilingual Extraction

Patrick Xia, Guanghui Qin, Siddharth Vashishtha, Yunmo Chen, Tongfei Chen, Chandler May, Craig Harman, Kyle Rawlins, Aaron Steven White, Benjamin Van Durme

Association for Computational Linguistics (ACL), System Demo

Code

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

Yunmo Chen, Sixing Lu, Fan Yang, Xiaojiang Huang, Xing Fan, Chenlei Guo

DEEP-DIAL at AAAI