Controlling the Reading Level of Machine Translation Output. - Kelly Marchisio; Jialiang Guo; Cheng-I Lai; Philipp Koehn (MTSummit (1), 2019)

Johns Hopkins University Submission for WMT News Translation Task. - Kelly Marchisio; Yash Kumar Lal; Philipp Koehn (WMT (2), 2019)

When Does Unsupervised Machine Translation Work? - Kelly Marchisio; Kevin Duh; Philipp Koehn (WMT@EMNLP, 2020)

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 (EMNLP (Findings), 2021)

An Alignment-Based Approach to Semi-Supervised Bilingual Lexicon Induction with Small Parallel Corpora. - Kelly Marchisio; Philipp Koehn; Conghao Xiong (MTSummit (1), 2021)

Embedding-Enhanced Giza++: Improving Alignment in Low- and High- Resource Scenarios Using Embedding Space Geometry. - Kelly Marchisio; Conghao Xiong; Philipp Koehn (CoRR, 2021)

What Can Unsupervised Machine Translation Contribute to High-Resource Language Pairs? - Kelly Marchisio; Markus Freitag; David Grangier (CoRR, 2021)

Embedding-Enhanced GIZA++: Improving Low-Resource Word Alignment Using Embeddings. - Kelly Marchisio; Conghao Xiong; Philipp Koehn (AMTA, 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 (EMNLP, 2022)

IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces. - Kelly Marchisio; Neha Verma 001; Kevin Duh; Philipp Koehn (EMNLP, 2022)

On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation. - Kelly Marchisio; Markus Freitag; David Grangier (NAACL-HLT, 2022)

Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training. - Kelly Marchisio; Patrick S. H. Lewis; Yihong Chen; Mikel Artetxe (ACL (Findings), 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 001; Mikel Artetxe (NeurIPS, 2023)

Learning a Formality-Aware Japanese Sentence Representation. - Henry Li Xinyuan; Ray Lee; Jerry Chen; Kelly Marchisio (CoRR, 2023)

RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs. - John Dang; Arash Ahmadian; Kelly Marchisio; Julia Kreutzer; Ahmet Üstün; Sara Hooker (EMNLP, 2024)

How Does Quantization Affect Multilingual LLMs? - Kelly Marchisio; Saurabh Dash; Hongyu Chen 008; Dennis Aumiller; Ahmet Üstün; Sara Hooker; Sebastian Ruder (EMNLP (Findings), 2024)

Understanding and Mitigating Language Confusion in LLMs. - Kelly Marchisio; Wei-Yin Ko; Alexandre Berard; Théo Dehaze; Sebastian Ruder (EMNLP, 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; et al. (CoRR, 2024)

Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation. - Shivalika Singh; Angelika Romanou; Clémentine Fourrier; David Ifeoluwa Adelani; Jian Gang Ngui; Daniel Vila-Suero; Peerat Limkonchotiwat; Kelly Marchisio; Wei Qi Leong; Yosephine Susanto; Raymond Ng; Shayne Longpre; et al. (CoRR, 2024)

AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic. - Nathaniel Romney Robinson; Shahd Abdelmoneim; Kelly Marchisio; Sebastian Ruder (ACL (Findings), 2025)

Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation. - Shivalika Singh; Angelika Romanou; Clémentine Fourrier; David Ifeoluwa Adelani; Jian Gang Ngui; Daniel Vila-Suero; Peerat Limkonchotiwat; Kelly Marchisio; Wei Qi Leong; Yosephine Susanto; Raymond Ng; Shayne Longpre; et al. (ACL (1), 2025)

The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs. - Piotr Nawrot; Robert Li; Renjie Huang; Sebastian Ruder; Kelly Marchisio; Edoardo M. Ponti (CoRR, 2025)

MAPS: A Multilingual Benchmark for Global Agent Performance and Security. - Omer Hofman; Oren Rachmil; Shamik Bose; Vikas Pahuja; Jonathan Brokman; Toshiya Shimizu; Trisha Starostina; Kelly Marchisio; Seraphina Goldfarb-Tarrant; Roman Vainshtein (CoRR, 2025)

The Multilingual Divide and Its Impact on Global AI Safety. - Aidan Peppin; Julia Kreutzer; Alice Schoenauer Sebag; Kelly Marchisio; Beyza Ermis; John Dang; Samuel Cahyawijaya; Shivalika Singh; Seraphina Goldfarb-Tarrant; Viraat Aryabumi; Aakanksha; Wei-Yin Ko; et al. (CoRR, 2025)