Kelly Marchisio
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
5
Active years
2021–2026
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs. | Piotr Nawrot, Jianing Li, Renjie Huang, Sebastian Ruder, Kelly Marchisio, Edoardo M. Ponti |
| 2026 | EACL | MAPS: A Multilingual Benchmark for Agent Performance and Security. | Omer Hofman, Jonathan Brokman, Oren Rachmil, Shamik Bose, Vikas Pahuja, Toshiya Shimizu, Trisha Starostina, Kelly Marchisio, Seraphina Goldfarb-Tarrant, Roman Vainshtein |
| 2025 | ACL | AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic. | Nathaniel Romney Robinson, Shahd Abdelmoneim, Kelly Marchisio, Sebastian Ruder |
| 2025 | ACL | Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation. | Shivalika Singh, Angelika Romanou, Clmentine 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, Andr F. T. Martins, Leshem Choshen, Daphne Ippolito, Enzo Ferrante, Marzieh Fadaee, Beyza Ermis, Sara Hooker |
| 2024 | EMNLP | RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs. | John Dang, Arash Ahmadian, Kelly Marchisio, Julia Kreutzer, Ahmet stn, Sara Hooker |
| 2024 | EMNLP | How Does Quantization Affect Multilingual LLMs? | Kelly Marchisio, Saurabh Dash, Hongyu Chen, Dennis Aumiller, Ahmet stn, Sara Hooker, Sebastian Ruder |
| 2024 | EMNLP | Understanding and Mitigating Language Confusion in LLMs. | Kelly Marchisio, Wei-Yin Ko, Alexandre Berard, Tho Dehaze, Sebastian Ruder |
| 2023 | ACL | Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training. | Kelly Marchisio, Patrick S. H. Lewis, Yihong Chen, Mikel Artetxe |
| 2022 | AMTA | Embedding-Enhanced GIZA++: Improving Low-Resource Word Alignment Using Embeddings. | Kelly Marchisio, Conghao Xiong, Philipp Koehn |
| 2022 | EMNLP | 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 |
| 2022 | EMNLP | IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces. | Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn |
| 2022 | NAACL | On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation. | Kelly Marchisio, Markus Freitag, David Grangier |
| 2021 | EMNLP | 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 |