Marie-Anne Lachaux
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Software Engineering Research, Machine Learning and Data Classification
Most-Cited Works
- → LLaMA: Open and Efficient Foundation Language Models(2023)3,849 cited
- → Llama 2: Open Foundation and Fine-Tuned Chat Models(2023)2,592 cited
- → Mistral 7B(2023)260 cited
- → CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data(2019)242 cited
- Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring(2020)
- → Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring(2019)154 cited
- → Mixtral of Experts(2024)115 cited
- → Unsupervised Translation of Programming Languages(2020)62 cited
- → HyperTree Proof Search for Neural Theorem Proving(2022)24 cited