Kelly Marchisio
Scholar

Kelly Marchisio

Google Scholar ID: BE9tLKwAAAAJ
Cohere
multilingualitymultilingual NLPmachine translationmachine learningnatural language processing
Citations & Impact
All-time
Citations
588
 
H-index
11
 
i10-index
11
 
Publications
20
 
Co-authors
27
list available
Resume (English only)
Academic Achievements
  • Presented at NeurIPS 2023: 'Improving Language Plasticity via Pretraining with Active Forgetting'.
  • Published at ACL 2023 (Findings): 'Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training'.
  • Two papers at EMNLP 2022: 'IsoVec' and 'Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport'.
  • Co-authored four preprints in 2024 on multilingual LLMs, including works on quantization, language confusion, multilingual RLHF, and the Aya 23 open-weight release.
  • Named an Amazon Fellow in October 2022.