Vladimir Karpukhin

Contextual Personal Intelligence: A New Paradigm for AI That Evolves With You

Patrick Lewis, Ethan Perez, Aleksandara Piktus et al. · arXiv (Cornell University) · 2020 · 2.9K citations · Full text

Dense Passage Retrieval for Open-Domain Question Answering

Vladimir Karpukhin, Barlas Oğuz, Sewon Min et al. · 2020 · 142 citations · Full text

Engineering, Language Processing, Barlas Oguz +16

UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering

Barlas Oğuz, Xilun Chen, Vladimir Karpukhin et al. · Findings of the Association for Computational Linguistics: NAACL 2022 · 2022 · 69 citations · Full text

Engineering, Knowledge Extraction, Open-domain Question Answering +28

Aligned Cross Entropy for Non-Autoregressive Machine Translation

Marjan Ghazvininejad, Vladimir Karpukhin, Luke Zettlemoyer et al. · arXiv (Cornell University) · 2020 · 68 citations · Full text

Structured Prediction, Engineering, Machine Learning +19

NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned

Sewon Min, Jordan Boyd‐Graber, Chris Alberti et al. · arXiv (Cornell University) · 2021 · 64 citations · Full text

Artificial Intelligence, Natural Language Processing, Retrieval Augmented Generation +13