Romain Beaumont
Publications by Year
Research Areas
Natural Language Processing Techniques, Topic Modeling, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Semantic Web and Ontologies
Most-Cited Works
- → LAION-5B: An open large-scale dataset for training next generation image-text models(2022)1,035 cited
- → Reproducible Scaling Laws for Contrastive Language-Image Learning(2023)445 cited
- → LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs(2021)367 cited
- → DataComp: In search of the next generation of multimodal datasets(2023)73 cited
- → Combining Word and Entity Embeddings for Entity Linking(2017)29 cited
- SemGraphQA@ QALD5: LIMSI participation at QALD5@ CLEF.(2015)
- → Corpus For Hybrid Question Answering(2018)