Zhuyun Dai
Google (United States)(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Information Retrieval and Search Behavior, Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications
Most-Cited Works
- → Scaling Instruction-Finetuned Language Models(2022)1,181 cited
- → End-to-End Neural Ad-hoc Ranking with Kernel Pooling(2017)570 cited
- → Deeper Text Understanding for IR with Contextual Neural Language Modeling(2019)405 cited
- → Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search(2018)355 cited
- → COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List(2021)169 cited
- → Large Dual Encoders Are Generalizable Retrievers(2022)140 cited
- → Context-Aware Term Weighting For First Stage Passage Retrieval(2020)129 cited
- → Context-Aware Document Term Weighting for Ad-Hoc Search(2020)128 cited
- → Context-Aware Sentence/Passage Term Importance Estimation For First Stage Retrieval(2019)117 cited
- → Complement Lexical Retrieval Model with Semantic Residual Embeddings(2021)86 cited