Kelly Marchisio

36 papers A* 5Misc 1Journal 19Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	MAPS: A Multilingual Benchmark for Agent Performance and Security. EACL (Findings) Omer Hofman, Jonathan Brokman, Oren Rachmil, Shamik Bose, Vikas Pahuja, Toshiya Shimizu, Trisha Starostina, Kelly Marchisio, Seraphina Goldfarb-Tarrant, Roman Vainshtein
2026	J	`jnl`	Unlocking Reasoning Capability on Machine Translation in Large Language Models. CoRR Sara Rajaee, Sebastian Vincent, Alexandre Berard, Marzieh Fadaee, Kelly Marchisio, Tom Kocmi
2025	—	`conf`	AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic. ACL (Findings) Nathaniel Romney Robinson, Shahd Abdelmoneim, Kelly Marchisio, Sebastian Ruder
2025	—	`conf`	Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation. ACL (1) 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, Sebastian Ruder, Wei-Yin Ko, Antoine Bosselut, Alice Oh, André F. T. Martins, Leshem Choshen, Daphne Ippolito, Enzo Ferrante, Marzieh Fadaee, Beyza Ermis, Sara Hooker
2025	J	`jnl`	MAPS: A Multilingual Benchmark for Global Agent Performance and Security. CoRR Omer Hofman, Oren Rachmil, Shamik Bose, Vikas Pahuja, Jonathan Brokman, Toshiya Shimizu, Trisha Starostina, Kelly Marchisio, Seraphina Goldfarb-Tarrant, Roman Vainshtein
2025	J	`jnl`	The Multilingual Divide and Its Impact on Global AI Safety. CoRR 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, Ahmet Üstün, Matthias Gallé, Marzieh Fadaee, Sara Hooker
2025	J	`jnl`	The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs. CoRR Piotr Nawrot, Robert Li, Renjie Huang, Sebastian Ruder, Kelly Marchisio, Edoardo M. Ponti
2024	J	`jnl`	AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic. CoRR Nathaniel R. Robinson, Shahd Abdelmoneim, Kelly Marchisio, Sebastian Ruder
2024	J	`jnl`	Aya 23: Open Weight Releases to Further Multilingual Progress. CoRR 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
2024	J	`jnl`	Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation. CoRR 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, Wei-Yin Ko, Madeline Smith, Antoine Bosselut, Alice Oh, André F. T. Martins, Leshem Choshen, Daphne Ippolito, Enzo Ferrante, Marzieh Fadaee, Beyza Ermis, Sara Hooker
2024	—	`conf`	How Does Quantization Affect Multilingual LLMs? EMNLP (Findings) Kelly Marchisio, Saurabh Dash, Hongyu Chen, Dennis Aumiller, Ahmet Üstün, Sara Hooker, Sebastian Ruder
2024	J	`jnl`	How Does Quantization Affect Multilingual LLMs? CoRR Kelly Marchisio, Saurabh Dash, Hongyu Chen, Dennis Aumiller, Ahmet Üstün, Sara Hooker, Sebastian Ruder
2024	A*	`conf`	RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs. EMNLP John Dang, Arash Ahmadian, Kelly Marchisio, Julia Kreutzer, Ahmet Üstün, Sara Hooker
2024	J	`jnl`	RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs. CoRR John Dang, Arash Ahmadian, Kelly Marchisio, Julia Kreutzer, Ahmet Üstün, Sara Hooker
2024	A*	`conf`	Understanding and Mitigating Language Confusion in LLMs. EMNLP Kelly Marchisio, Wei-Yin Ko, Alexandre Berard, Théo Dehaze, Sebastian Ruder
2024	J	`jnl`	Understanding and Mitigating Language Confusion in LLMs. CoRR Kelly Marchisio, Wei-Yin Ko, Alexandre Bérard, Théo Dehaze, Sebastian Ruder
2023	A*	`conf`	Improving Language Plasticity via Pretraining with Active Forgetting. NeurIPS Yihong Chen, Kelly Marchisio, Roberta Raileanu, David Ifeoluwa Adelani, Pontus Lars Erik Saito Stenetorp, Sebastian Riedel, Mikel Artetxe
2023	J	`jnl`	Improving Language Plasticity via Pretraining with Active Forgetting. CoRR Yihong Chen, Kelly Marchisio, Roberta Raileanu, David Ifeoluwa Adelani, Pontus Stenetorp, Sebastian Riedel, Mikel Artetxe
2023	J	`jnl`	Learning a Formality-Aware Japanese Sentence Representation. CoRR Henry Li Xinyuan, Ray Lee, Jerry Chen, Kelly Marchisio
2023	—	`conf`	Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training. ACL (Findings) Kelly Marchisio, Patrick S. H. Lewis, Yihong Chen, Mikel Artetxe
2022	A*	`conf`	Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport. EMNLP Kelly Marchisio, Ali Saad-Eldin, Kevin Duh, Carey E. Priebe, Philipp Koehn
2022	J	`jnl`	Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport. CoRR Kelly Marchisio, Ali Saad-Eldin, Kevin Duh, Carey E. Priebe, Philipp Koehn
2022	Misc	`conf`	Embedding-Enhanced GIZA++: Improving Low-Resource Word Alignment Using Embeddings. AMTA Kelly Marchisio, Conghao Xiong, Philipp Koehn
2022	A*	`conf`	IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces. EMNLP Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn
2022	J	`jnl`	IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces. CoRR Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn
2022	J	`jnl`	Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training. CoRR Kelly Marchisio, Patrick S. H. Lewis, Yihong Chen, Mikel Artetxe
2022	—	`conf`	On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation. NAACL-HLT Kelly Marchisio, Markus Freitag, David Grangier
2021	—	`conf`	An Alignment-Based Approach to Semi-Supervised Bilingual Lexicon Induction with Small Parallel Corpora. MTSummit (1) Kelly Marchisio, Philipp Koehn, Conghao Xiong
2021	—	`conf`	An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces. EMNLP (Findings) Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey E. Priebe, Philipp Koehn
2021	J	`jnl`	An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces. CoRR Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey E. Priebe, Philipp Koehn
2021	J	`jnl`	Embedding-Enhanced Giza++: Improving Alignment in Low- and High- Resource Scenarios Using Embedding Space Geometry. CoRR Kelly Marchisio, Conghao Xiong, Philipp Koehn
2021	J	`jnl`	What Can Unsupervised Machine Translation Contribute to High-Resource Language Pairs? CoRR Kelly Marchisio, Markus Freitag, David Grangier
2020	—	`conf`	When Does Unsupervised Machine Translation Work? WMT@EMNLP Kelly Marchisio, Kevin Duh, Philipp Koehn
2020	J	`jnl`	When Does Unsupervised Machine Translation Work? CoRR Kelly Marchisio, Kevin Duh, Philipp Koehn
2019	—	`conf`	Controlling the Reading Level of Machine Translation Output. MTSummit (1) Kelly Marchisio, JiaLiang Guo, Cheng-I Lai, Philipp Koehn
2019	—	`conf`	Johns Hopkins University Submission for WMT News Translation Task. WMT (2) Kelly Marchisio, Yash Kumar Lal, Philipp Koehn