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2020 – today
- 2024
[c13]Kelly Marchisio, Wei-Yin Ko, Alexandre Berard, Théo Dehaze, Sebastian Ruder:
Understanding and Mitigating Language Confusion in LLMs. EMNLP 2024: 6653-6677- [c12]John Dang, Arash Ahmadian, Kelly Marchisio, Julia Kreutzer, Ahmet Üstün, Sara Hooker:
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs. EMNLP 2024: 13134-13156 - [i13]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 abs/2405.15032 (2024) - [i12]Kelly Marchisio, Wei-Yin Ko, Alexandre Bérard, Théo Dehaze, Sebastian Ruder:
Understanding and Mitigating Language Confusion in LLMs. CoRR abs/2406.20052 (2024) - [i11]John Dang, Arash Ahmadian, Kelly Marchisio, Julia Kreutzer, Ahmet Üstün, Sara Hooker:
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs. CoRR abs/2407.02552 (2024) - [i10]Kelly Marchisio, Saurabh Dash, Hongyu Chen, Dennis Aumiller, Ahmet Üstün, Sara Hooker, Sebastian Ruder:
How Does Quantization Affect Multilingual LLMs? CoRR abs/2407.03211 (2024) - 2023
- [c11]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: 5474-5490 - [c10]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 - [i9]Henry Li Xinyuan, Ray Lee, Jerry Chen, Kelly Marchisio:
Learning a Formality-Aware Japanese Sentence Representation. CoRR abs/2301.07209 (2023) - [i8]Yihong Chen, Kelly Marchisio, Roberta Raileanu, David Ifeoluwa Adelani, Pontus Stenetorp, Sebastian Riedel, Mikel Artetxe:
Improving Language Plasticity via Pretraining with Active Forgetting. CoRR abs/2307.01163 (2023) - 2022
- [c9]Kelly Marchisio, Conghao Xiong, Philipp Koehn:
Embedding-Enhanced GIZA++: Improving Low-Resource Word Alignment Using Embeddings. AMTA 2022: 264-273 - [c8]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: 2545-2561 - [c7]Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn:
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces. EMNLP 2022: 6019-6033 - [c6]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: 2214-2225 - [i7]Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn:
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces. CoRR abs/2210.05098 (2022) - [i6]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 abs/2210.14378 (2022) - [i5]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 abs/2212.10503 (2022) - 2021
- [c5]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: 738-749 - [c4]Kelly Marchisio, Philipp Koehn, Conghao Xiong:
An Alignment-Based Approach to Semi-Supervised Bilingual Lexicon Induction with Small Parallel Corpora. MTSummit (1) 2021: 293-304 - [i4]Kelly Marchisio, Conghao Xiong, Philipp Koehn:
Embedding-Enhanced Giza++: Improving Alignment in Low- and High- Resource Scenarios Using Embedding Space Geometry. CoRR abs/2104.08721 (2021) - [i3]Kelly Marchisio, Markus Freitag, David Grangier:
What Can Unsupervised Machine Translation Contribute to High-Resource Language Pairs? CoRR abs/2106.15818 (2021) - [i2]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 abs/2109.12640 (2021) - 2020
- [c3]Kelly Marchisio, Kevin Duh, Philipp Koehn:
When Does Unsupervised Machine Translation Work? WMT@EMNLP 2020: 571-583 - [i1]Kelly Marchisio, Kevin Duh, Philipp Koehn:
When Does Unsupervised Machine Translation Work? CoRR abs/2004.05516 (2020)
2010 – 2019
- 2019
- [c2]Kelly Marchisio, Jialiang Guo, Cheng-I Lai, Philipp Koehn:
Controlling the Reading Level of Machine Translation Output. MTSummit (1) 2019: 193-203 - [c1]Kelly Marchisio, Yash Kumar Lal, Philipp Koehn:
Johns Hopkins University Submission for WMT News Translation Task. WMT (2) 2019: 287-293
Coauthor Index
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