Published works include: ACL 2016 - Learning from simulated human feedback; NAACL 2018 - Learning from actual user feedback for sequence-to-sequence models. Involved in several studies on applying reinforcement learning to machine translation systems.
Research Experience
Senior Research Scientist at Cohere for AI, focusing on large language models, particularly multilinguality, reinforcement learning, and evaluation. Previously, she worked on machine translation at Google Translate, Montreal.
Education
PhD from Heidelberg University, Germany, under the supervision of Prof. Stefan Riezler, StatNLP group.
Background
Research Interests: Intersection of Natural Language Processing (NLP) and Machine Learning, especially in multilingual contexts. Professional Focus: Reinforcement Learning, Multilinguality, Evaluation. Brief: Senior Research Scientist at Cohere for AI, previously worked on Machine Translation at Google Translate, Montreal.
Miscellany
Personal Interests: Committed to making NLP research more accessible and inclusive, with a focus on underresourced languages and underrepresented groups. Actively involved in mentoring, helping novices, and supporting women in NLP and ML fields.