Alisa Liu
Queen's University(CA)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Artificial Intelligence in Healthcare and Education, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → Self-Instruct: Aligning Language Models with Self-Generated Instructions(2023)516 cited
- → Generated Knowledge Prompting for Commonsense Reasoning(2022)165 cited
- → DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts(2021)135 cited
- → WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation(2022)105 cited
- → How Language Model Hallucinations Can Snowball(2023)71 cited
- → (2019)45 cited
- → We’re Afraid Language Models Aren’t Modeling Ambiguity(2023)35 cited
- → Inverse Scaling: When Bigger Isn't Better(2023)22 cited