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Yunmo Chen

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

Feb 02, 2024
Haoran Xu, Amr Sharaf, Yunmo Chen, Weiting Tan, Lingfeng Shen, Benjamin Van Durme, Kenton Murray, Young Jin Kim

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Streaming Sequence Transduction through Dynamic Compression

Feb 02, 2024
Weiting Tan, Yunmo Chen, Tongfei Chen, Guanghui Qin, Haoran Xu, Heidi C. Zhang, Benjamin Van Durme, Philipp Koehn

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MultiMUC: Multilingual Template Filling on MUC-4

Jan 29, 2024
William Gantt, Shabnam Behzad, Hannah YoungEun An, Yunmo Chen, Aaron Steven White, Benjamin Van Durme, Mahsa Yarmohammadi

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

Jan 23, 2024
Lingfeng Shen, Weiting Tan, Sihao Chen, Yunmo Chen, Jingyu Zhang, Haoran Xu, Boyuan Zheng, Philipp Koehn, Daniel Khashabi

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

Nov 04, 2023
Weiting Tan, Haoran Xu, Lingfeng Shen, Shuyue Stella Li, Kenton Murray, Philipp Koehn, Benjamin Van Durme, Yunmo Chen

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FAITHSCORE: Evaluating Hallucinations in Large Vision-Language Models

Nov 02, 2023
Liqiang Jing, Ruosen Li, Yunmo Chen, Mengzhao Jia, Xinya Du

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A Unified View of Evaluation Metrics for Structured Prediction

Oct 20, 2023
Yunmo Chen, William Gantt, Tongfei Chen, Aaron Steven White, Benjamin Van Durme

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Differentiable Tree Operations Promote Compositional Generalization

Jun 01, 2023
Paul Soulos, Edward Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao

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Condensing Multilingual Knowledge with Lightweight Language-Specific Modules

May 23, 2023
Haoran Xu, Weiting Tan, Shuyue Stella Li, Yunmo Chen, Benjamin Van Durme, Philipp Koehn, Kenton Murray

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