Lena Voita
Research Scientist in NLP/LLMs
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About
Lena Voita works in AI engineering and ML & data science, based in Barcelona. Research Scientist in NLP/LLMs. Public projects on GitHub include The Story Of Heads (This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized…), Good Translation Wrong In Context (This is a repository with the data and code for the ACL 2019 paper "When a Good Translation is Wrong in…) and Description Length Probing (This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum…), mostly written in Python and Jupyter.
Projects 3
- github.com
The Story Of Heads
This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned" and the ACL 2021 paper "Analyzing Source and Target Contributions to NMT Predictions".
Good Translation Wrong In Context
This is a repository with the data and code for the ACL 2019 paper "When a Good Translation is Wrong in Context: ..." and the EMNLP 2019 paper "Context-Aware Monolingual Repair for Neural Machine Translation"
github.com- github.com
Description Length Probing
This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"