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Philipp Koehn

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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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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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Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs

Nov 06, 2023
Longyue Wang, Zhaopeng Tu, Yan Gu, Siyou Liu, Dian Yu, Qingsong Ma, Chenyang Lyu, Liting Zhou, Chao-Hong Liu, Yufeng Ma, Weiyu Chen, Yvette Graham, Bonnie Webber, Philipp Koehn, Andy Way, Yulin Yuan, Shuming Shi

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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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Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models

Oct 02, 2023
Tianjian Li, Haoran Xu, Philipp Koehn, Daniel Khashabi, Kenton Murray

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Pixel Representations for Multilingual Translation and Data-efficient Cross-lingual Transfer

May 23, 2023
Elizabeth Salesky, Neha Verma, Philipp Koehn, Matt Post

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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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Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport

Oct 25, 2022
Kelly Marchisio, Ali Saad-Eldin, Kevin Duh, Carey Priebe, Philipp Koehn

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IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces

Oct 11, 2022
Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn

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Multilingual Representation Distillation with Contrastive Learning

Oct 10, 2022
Weiting Tan, Kevin Heffernan, Holger Schwenk, Philipp Koehn

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