Barlas Oğuz

Most-cited papers

Dense Passage Retrieval for Open-Domain Question Answering
Vladimir Karpukhin, Barlas Oğuz, Sewon Min, Patrick Lewis +4 more
2020Conference on Empirical Methods in Natural Language Processing7,444 citations Open access
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MLQA: Evaluating Cross-lingual Extractive Question Answering
Patrick Lewis, Barlas Oğuz, Ruty Rinott, Sebastian Riedel +1 more
2019Annual Meeting of the Association for Computational Linguistics638 citations Open access
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LLM-QAT: Data-Free Quantization Aware Training for Large Language Models
Ze-Chun Liu, Barlas Oğuz, Changsheng Zhao, Ernie Chang +5 more
2023Annual Meeting of the Association for Computational Linguistics442 citations Open access
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Effective Long-Context Scaling of Foundation Models
Wenhan Xiong, Jingyu Liu, Igor Molybog, He-Jia Zhang +17 more
2023North American Chapter of the Association for Computational Linguistics365 citations Open access
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Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval
Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jing-Fei Du +7 more
2020International Conference on Learning Representations276 citations
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How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval
Sheng-Chieh Lin, Akari Asai, Minghan Li, Barlas Oğuz +4 more
2023Conference on Empirical Methods in Natural Language Processing181 citations Open access
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Hierarchical Video-Moment Retrieval and Step-Captioning
Abhaysinh Zala, Jaemin Cho, S. Kottur, Xilun Chen +3 more
2023Computer Vision and Pattern Recognition114 citations Open access
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UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
Barlas Oğuz, Xilun Chen, Vladimir Karpukhin, Stanislav Peshterliev +5 more
2020NAACL-HLT109 citations Open access
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BiT: Robustly Binarized Multi-distilled Transformer
Ze-Chun Liu, Barlas Oğuz, Aasish Pappu, Lin Xiao +4 more
2022Neural Information Processing Systems95 citations Open access
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Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
Xilun Chen, Kushal Lakhotia, Barlas Oğuz, Anchit Gupta +5 more
2021Conference on Empirical Methods in Natural Language Processing92 citations Open access
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Domain-matched Pre-training Tasks for Dense Retrieval
Barlas Oğuz, Kushal Lakhotia, Anchit Gupta, Patrick Lewis +7 more
2021NAACL-HLT74 citations Open access
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Multi-Task Retrieval for Knowledge-Intensive Tasks
Jean Maillard, Vladimir Karpukhin, F. Petroni, Wen-tau Yih +3 more
2021Annual Meeting of the Association for Computational Linguistics71 citations Open access
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NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
Sewon Min, Jordan Boyd-Graber, Chris Alberti, Danqi Chen +49 more
2021Neural Information Processing Systems69 citations
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FLAME: Factuality-Aware Alignment for Large Language Models
Sheng-Chieh Lin, Luyu Gao, Barlas Oğuz, Wenhan Xiong +3 more
2024Neural Information Processing Systems65 citations
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Memory Layers at Scale
Vincent-Pierre Berges, Barlas Oğuz, Daniel Haziza, Wen-Tau Yih +2 more
2024arXiv.org50 citations
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CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval
Minghan Li, Sheng-Chieh Lin, Barlas Oğuz, Asish Ghoshal +4 more
2022Annual Meeting of the Association for Computational Linguistics47 citations Open access
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Jointly Training Large Autoregressive Multimodal Models
Emanuele Aiello, L. Yu, Yixin Nie, Armen Aghajanyan +1 more
2023International Conference on Learning Representations37 citations Open access
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The Role of Chain-of-Thought in Complex Vision-Language Reasoning Task
Yifan Wu, Pengchuan Zhang, Wenhan Xiong, Barlas Oğuz +2 more
2023arXiv.org33 citations
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Simple Local Attentions Remain Competitive for Long-Context Tasks
Wenhan Xiong, Barlas Oğuz, Anchit Gupta, Xilun Chen +4 more
2021North American Chapter of the Association for Computational Linguistics33 citations Open access
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Unified Open-Domain Question Answering with Structured and Unstructured Knowledge
Barlas Oğuz, Xilun Chen, Vladimir Karpukhin, Stanislav Peshterliev +5 more
2020arXiv.org33 citations
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Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification
Katherin Yu, Haoran Li, Barlas Oğuz
2018Rep4NLP@ACL33 citations Open access
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Accelerating recurrent neural network training via two stage classes and parallelization
Zhiheng Huang, G. Zweig, Michael Levit, Benoît Dumoulin +2 more
20132013 IEEE Workshop on Automatic Speech Recognition and Understanding33 citations
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DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
Xueguang Ma, Xi Victoria Lin, Barlas Oğuz, Jimmy Lin +2 more
2025Annual Meeting of the Association for Computational Linguistics30 citations
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Joint Verification and Reranking for Open Fact Checking Over Tables
M. Schlichtkrull, Vladimir Karpukhin, Barlas Oğuz, M. Lewis +2 more
2020Annual Meeting of the Association for Computational Linguistics30 citations Open access
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Continual Learning via Sparse Memory Finetuning
Jessy Lin, Luke S. Zettlemoyer, Gargi Ghosh, Wen-Tau Yih +3 more
2025arXiv.org26 citations
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Learning to Reason for Factuality
Xi-Lun Chen, Ilia Kulikov, Vincent-Pierre Berges, Barlas Oğuz +4 more
2025arXiv.org24 citations
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CLIP-Layout: Style-Consistent Indoor Scene Synthesis with Semantic Furniture Embedding
Jingyu Liu, Wenhan Xiong, Ian Jones, Yixin Nie +2 more
2023arXiv.org23 citations Open access
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Boosted Dense Retriever
Patrick Lewis, Barlas Oğuz, Wenhan Xiong, F. Petroni +2 more
2021North American Chapter of the Association for Computational Linguistics18 citations Open access
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Learning Facts at Scale with Active Reading
Jessy Lin, Vincent-Pierre Berges, Xi-Lun Chen, Wen-Tau Yih +2 more
2025arXiv.org17 citations
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CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training
Patrick Huber, Armen E. Aghajanyan, Barlas Oğuz, Dmytro Okhonko +3 more
2021NAACL-HLT17 citations Open access
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PyText: A Seamless Path from NLP research to production
A. Aly, Kushal Lakhotia, Shicong Zhao, Mrinal Mohit +6 more
2018arXiv.org17 citations
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Bridging the domain gap in cross-lingual document classification
Guo-Kun Lai, Barlas Oğuz, Yiming Yang, Veselin Stoyanov
2019arXiv.org16 citations
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Stable, distributed P2P protocols based on random peer sampling
Barlas Oğuz, V. Anantharam, I. Norros
2012Allerton Conference on Communication, Control, and Computing15 citations
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A Study on the Efficiency and Generalization of Light Hybrid Retrievers
Man Luo, Shashank Jain, Anchit Gupta, Arash Einolghozati +5 more
2022Annual Meeting of the Association for Computational Linguistics14 citations Open access
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Binary and Ternary Natural Language Generation
Ze-Chun Liu, Barlas Oğuz, Aasish Pappu, Yangyang Shi +1 more
2023Annual Meeting of the Association for Computational Linguistics12 citations Open access
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Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts
Ganesh Jawahar, Haichuan Yang, Yunyang Xiong, Ze-Chun Liu +9 more
2023Annual Meeting of the Association for Computational Linguistics10 citations Open access
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Stable, scalable, decentralized P2P file sharing with non-altruistic peers
Barlas Oğuz, V. Anantharam, I. Norros
2011arXiv.org7 citations
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Hurst Index of Functions of Long-Range-Dependent Markov Chains
Barlas Oğuz, V. Anantharam
2012Journal of Applied Probability6 citations Open access
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Text-guided 3D Human Generation from 2D Collections
Tsu-Jui Fu, Wenhan Xiong, Yixin Nie, Jingyu Liu +2 more
2023Conference on Empirical Methods in Natural Language Processing5 citations Open access
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S-EMBER: A Large-Scale Benchmark for Streaming Egocentric Memory Retrieval
Xiaodong Wang, Xuanyi Zhao, Pedro Rodriguez, Devendra Singh Sachan +6 more
2026arXiv.org4 citations
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VideoOFA: Two-Stage Pre-Training for Video-to-Text Generation
Xilun Chen, L. Yu, Wenhan Xiong, Barlas Oğuz +2 more
2023arXiv.org4 citations Open access
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Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering
Stanislav Peshterliev, Barlas Oğuz, Debojeet Chatterjee, Hakan Inan +1 more
2021arXiv.org4 citations
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Compressing a long range dependent renewal process
Barlas Oğuz, V. Anantharam
20102010 IEEE International Symposium on Information Theory4 citations
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Pointwise lossy source coding theorem for sources with memory
Barlas Oğuz, V. Anantharam
2012IEEE International Symposium on Information Theory. Proceedings3 citations
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Post-training an LLM for RAG? Train on Self-Generated Demonstrations
Matthew Finlayson, Ilia Kulikov, D. Bikel, Barlas Oğuz +2 more
2025arXiv.org2 citations
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Bridging the Training-Inference Gap for Dense Phrase Retrieval
Gyuwan Kim, Jinhyuk Lee, Barlas Oğuz, Wenhan Xiong +3 more
2022Conference on Empirical Methods in Natural Language Processing2 citations Open access
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Provably stable, distributed file sharing protocols
Barlas Oğuz
20122 citations
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Long range dependent Markov chains with applications
Barlas Oğuz, V. Anantharam
2012Information Theory and Applications Workshop2 citations
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Entropy Based Pruning for Non-Negative Matrix Based Language Models with Contextual Features
Barlas Oğuz, Issac Alphonso, Shuangyu Chang
2016Interspeech1 citations
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Discriminative training of context-dependent language model scaling factors and interpolation weights
Shuangyu Chang, Abhik Lahiri, Issac Alphonso, Barlas Oğuz +2 more
2015Automatic Speech Recognition & Understanding1 citations
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