Kelly Marchisio

According to our database, Kelly Marchisio authored at least 18 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

How Does Quantization Affect Multilingual LLMs?

Kelly Marchisio, Saurabh Dash, Hongyu Chen, Dennis Aumiller, Ahmet Üstün, Sara Hooker, Sebastian Ruder

CoRR, 2024

RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs.

John Dang, Arash Ahmadian, Kelly Marchisio, Julia Kreutzer, Ahmet Üstün, Sara Hooker

CoRR, 2024

Understanding and Mitigating Language Confusion in LLMs.

Kelly Marchisio, Wei-Yin Ko, Alexandre Bérard, Théo Dehaze, Sebastian Ruder

CoRR, 2024

Aya 23: Open Weight Releases to Further Multilingual Progress.

Viraat Aryabumi, John Dang, Dwarak Talupuru, Saurabh Dash, David Cairuz, Hangyu Lin, Bharat Venkitesh, Madeline Smith, Jon Ander Campos, Yi Chern Tan, Kelly Marchisio, Max Bartolo, Sebastian Ruder, Acyr Locatelli, Julia Kreutzer, Nick Frosst, Aidan N. Gomez, Phil Blunsom, Marzieh Fadaee, Ahmet Üstün, Sara Hooker

CoRR, 2024

2023

Learning a Formality-Aware Japanese Sentence Representation.

Henry Li Xinyuan, Ray Lee, Jerry Chen, Kelly Marchisio

CoRR, 2023

Improving Language Plasticity via Pretraining with Active Forgetting.

Yihong Chen, Kelly Marchisio, Roberta Raileanu, David Ifeoluwa Adelani, Pontus Lars Erik Saito Stenetorp, Sebastian Riedel, Mikel Artetxe

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

Kelly Marchisio, Patrick S. H. Lewis, Yihong Chen, Mikel Artetxe

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation.

Kelly Marchisio, Markus Freitag, David Grangier

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces.

Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

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

Kelly Marchisio, Ali Saad-Eldin, Kevin Duh, Carey E. Priebe, Philipp Koehn

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Embedding-Enhanced GIZA++: Improving Low-Resource Word Alignment Using Embeddings.

Kelly Marchisio, Conghao Xiong, Philipp Koehn

Proceedings of the 15th biennial conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), 2022

2021

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

Kelly Marchisio, Markus Freitag, David Grangier

CoRR, 2021

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

Kelly Marchisio, Conghao Xiong, Philipp Koehn

CoRR, 2021

An Alignment-Based Approach to Semi-Supervised Bilingual Lexicon Induction with Small Parallel Corpora.

Kelly Marchisio, Philipp Koehn, Conghao Xiong

Proceedings of the 18th Biennial Machine Translation Summit - Volume 1: Research Track, 2021

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

Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey E. Priebe, Philipp Koehn

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

When Does Unsupervised Machine Translation Work?

Kelly Marchisio, Kevin Duh, Philipp Koehn

Proceedings of the Fifth Conference on Machine Translation, 2020

2019

Johns Hopkins University Submission for WMT News Translation Task.

Kelly Marchisio, Yash Kumar Lal, Philipp Koehn

Proceedings of the Fourth Conference on Machine Translation, 2019

Controlling the Reading Level of Machine Translation Output.

Kelly Marchisio, Jialiang Guo, Cheng-I Lai, Philipp Koehn

Proceedings of Machine Translation Summit XVII Volume 1: Research Track, 2019