Luyu Gao
Carnegie Mellon University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Information Retrieval and Search Behavior
Most-Cited Works
- → Active Retrieval Augmented Generation(2023)287 cited
- → Self-Refine: Iterative Refinement with Self-Feedback(2023)206 cited
- → Precise Zero-Shot Dense Retrieval without Relevance Labels(2023)193 cited
- → COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List(2021)170 cited
- → Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval(2022)137 cited
- → PAL: Program-aided Language Models(2022)104 cited
- → Complement Lexical Retrieval Model with Semantic Residual Embeddings(2021)86 cited
- → RARR: Researching and Revising What Language Models Say, Using Language Models(2023)84 cited
- → Rethink Training of BERT Rerankers in Multi-stage Retrieval Pipeline(2021)73 cited
- → Rapid and Accurate Determination of Nanopore Ionic Current Using a Steric Exclusion Model(2019)73 cited