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Kelly Marchisio

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Improving Language Plasticity via Pretraining with Active Forgetting

Jul 04, 2023
Yihong Chen, Kelly Marchisio, Roberta Raileanu, David Ifeoluwa Adelani, Pontus Stenetorp, Sebastian Riedel, Mikel Artetxe

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Learning a Formality-Aware Japanese Sentence Representation

Jan 17, 2023
Henry Li Xinyuan, Ray Lee, Jerry Chen, Kelly Marchisio

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Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training

Dec 20, 2022
Kelly Marchisio, Patrick Lewis, Yihong Chen, Mikel Artetxe

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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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An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces

Sep 26, 2021
Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey Priebe, Philipp Koehn

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What Can Unsupervised Machine Translation Contribute to High-Resource Language Pairs?

Jun 30, 2021
Kelly Marchisio, Markus Freitag, David Grangier

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Embedding-Enhanced Giza++: Improving Alignment in Low- and High- Resource Scenarios Using Embedding Space Geometry

Apr 18, 2021
Kelly Marchisio, Conghao Xiong, Philipp Koehn

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When Does Unsupervised Machine Translation Work?

Apr 14, 2020
Kelly Marchisio, Kevin Duh, Philipp Koehn

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