Ximing Lu
University of Washington(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Semantic Web and Ontologies, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → Generated Knowledge Prompting for Commonsense Reasoning(2022)165 cited
- → Symbolic Knowledge Distillation: from General Language Models to Commonsense Models(2022)146 cited
- → DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts(2021)135 cited
- → Faith and Fate: Limits of Transformers on Compositionality(2023)71 cited
- → SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization(2023)57 cited
- → MERLOT: Multimodal Neural Script Knowledge Models(2021)54 cited
- → NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints(2021)54 cited
- → Quark: Controllable Text Generation with Reinforced Unlearning(2022)45 cited
- → NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics(2022)45 cited