Ian Magnusson
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Biomedical Text Mining and Ontologies, Explainable Artificial Intelligence (XAI), Speech and Audio Processing
Most-Cited Works
- → Systematizing Confidence in Open Research and Evidence (SCORE)(2021)65 cited
- → Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research(2024)33 cited
- → Extracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results(2021)11 cited
- → OLMo: Accelerating the Science of Language Models(2024)9 cited
- → Invertable Frowns(2021)7 cited
- → Exploring The Landscape of Distributional Robustness for Question Answering Models(2022)6 cited
- → From Unstructured Text to Causal Knowledge Graphs: A Transformer-Based Approach(2022)5 cited
- → Reproducibility in NLP: What Have We Learned from the Checklist?(2023)5 cited
- → Extracting Qualitative Causal Structure with Transformer-Based NLP(2021)5 cited