Nelson F. Liu
Stanford University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Speech and dialogue systems, Radiomics and Machine Learning in Medical Imaging
Most-Cited Works
- → Lost in the Middle: How Language Models Use Long Contexts(2024)745 cited
- → Evaluating Models’ Local Decision Boundaries via Contrast Sets(2020)255 cited
- → Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling(2019)181 cited
- → Evaluating Verifiability in Generative Search Engines(2023)100 cited
- Evaluating NLP Models via Contrast Sets(2020)
- → Linguistic Knowledge and Transferability of Contextual Representations(2019)57 cited
- → Evaluating Models' Local Decision Boundaries via Contrast Sets(2020)44 cited
- → Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning(2019)19 cited
- Can Small and Synthetic Benchmarks Drive Modeling Innovation? A Retrospective Study of Question Answering Modeling Approaches.(2021)