Kelly Marchisio

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Embedding Space

Bilingual Lexicon

Machine Translation

Top Venues

Publications

Kelly Marchisio, Wei-Yin Ko, Alexandre Bérard, Théo Dehaze, Sebastian Ruder
Understanding and Mitigating Language Confusion in LLMs. CoRR (2024)
John Dang, Arash Ahmadian, Kelly Marchisio, Julia Kreutzer, Ahmet Üstün, Sara Hooker
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs. CoRR (2024)
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
Aya 23: Open Weight Releases to Further Multilingual Progress. CoRR (2024)
Kelly Marchisio, Saurabh Dash, Hongyu Chen, Dennis Aumiller, Ahmet Üstün, Sara Hooker, Sebastian Ruder
How Does Quantization Affect Multilingual LLMs? CoRR (2024)
Henry Li Xinyuan, Ray Lee, Jerry Chen, Kelly Marchisio
Learning a Formality-Aware Japanese Sentence Representation. CoRR (2023)
Yihong Chen, Kelly Marchisio, Roberta Raileanu, David Ifeoluwa Adelani, Pontus Stenetorp, Sebastian Riedel, Mikel Artetxe
Improving Language Plasticity via Pretraining with Active Forgetting. CoRR (2023)
Kelly Marchisio, Patrick S. H. Lewis, Yihong Chen, Mikel Artetxe
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training. ACL (Findings) (2023)
Yihong Chen, Kelly Marchisio, Roberta Raileanu, David Ifeoluwa Adelani, Pontus Lars Erik Saito Stenetorp, Sebastian Riedel, Mikel Artetxe
Improving Language Plasticity via Pretraining with Active Forgetting. NeurIPS (2023)
Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces. EMNLP (2022)
Kelly Marchisio, Ali Saad-Eldin, Kevin Duh, Carey E. Priebe, Philipp Koehn
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport. EMNLP (2022)
Kelly Marchisio, Conghao Xiong, Philipp Koehn
Embedding-Enhanced GIZA++: Improving Low-Resource Word Alignment Using Embeddings. AMTA (2022)
Kelly Marchisio, Patrick S. H. Lewis, Yihong Chen, Mikel Artetxe
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training. CoRR (2022)
Kelly Marchisio, Markus Freitag, David Grangier
On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation. NAACL-HLT (2022)
Kelly Marchisio, Ali Saad-Eldin, Kevin Duh, Carey E. Priebe, Philipp Koehn
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport. CoRR (2022)
Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces. CoRR (2022)
Kelly Marchisio, Philipp Koehn, Conghao Xiong
An Alignment-Based Approach to Semi-Supervised Bilingual Lexicon Induction with Small Parallel Corpora. MTSummit (1) (2021)
Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey E. Priebe, Philipp Koehn
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces. CoRR (2021)
Kelly Marchisio, Conghao Xiong, Philipp Koehn
Embedding-Enhanced Giza++: Improving Alignment in Low- and High- Resource Scenarios Using Embedding Space Geometry. CoRR (2021)
Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey E. Priebe, Philipp Koehn
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces. EMNLP (Findings) (2021)
Kelly Marchisio, Markus Freitag, David Grangier
What Can Unsupervised Machine Translation Contribute to High-Resource Language Pairs? CoRR (2021)
Kelly Marchisio, Kevin Duh, Philipp Koehn
When Does Unsupervised Machine Translation Work? WMT@EMNLP (2020)
Kelly Marchisio, Kevin Duh, Philipp Koehn
When Does Unsupervised Machine Translation Work? CoRR (2020)
Kelly Marchisio, Jialiang Guo, Cheng-I Lai, Philipp Koehn
Controlling the Reading Level of Machine Translation Output. MTSummit (1) (2019)
Kelly Marchisio, Yash Kumar Lal, Philipp Koehn
Johns Hopkins University Submission for WMT News Translation Task. WMT (2) (2019)