Allen Nie
Carnegie Mellon University(US)Stanford University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Reinforcement Learning in Robotics, Online Learning and Analytics, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → On the Opportunities and Risks of Foundation Models(2021)2,134 cited
- → Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models(2022)548 cited
- → DisSent: Learning Sentence Representations from Explicit Discourse Relations(2019)95 cited
- → DisSent: Sentence Representation Learning from Explicit Discourse Relations(2017)59 cited
- → VetTag: improving automated veterinary diagnosis coding via large-scale language modeling(2019)37 cited
- → DeepTag: inferring diagnoses from veterinary clinical notes(2018)33 cited
- → Reinforcement learning tutor better supported lower performers in a math task(2024)21 cited
- → The GPT Surprise: Offering Large Language Model Chat in a Massive Coding Class Reduced Engagement but Increased Adopters Exam Performances(2024)13 cited
- → LitGen: Genetic Literature Recommendation Guided by Human Explanations(2019)9 cited
- → Pragmatic Issue-Sensitive Image Captioning(2020)9 cited