Scott Yih
Metro Transit(US)
Publications by Year
Research Areas
Natural Language Processing Techniques, Topic Modeling, Multimodal Machine Learning Applications, Speech Recognition and Synthesis, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings(2022)158 cited
- → UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning(2022)76 cited
- → UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering(2022)69 cited
- → Domain-matched Pre-training Tasks for Dense Retrieval(2022)40 cited
- → Abductive Commonsense Reasoning(2019)34 cited
- → DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation(2022)31 cited
- Unified Open-Domain Question Answering with Structured and Unstructured Knowledge.(2020)
- Personalized spam filtering for gray mail(2008)
- → BiT: Robustly Binarized Multi-distilled Transformer(2022)22 cited
- Improve Spam Filtering by Detecting Gray Mail.(2007)