Oguz, Barlas
- Effective Long-Context Scaling of Foundation Models
2023/09/27 by Wenhan Xiong, Xiong, Wenhan, Jingyu Liu +40 · 2 voices · 67 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- LLM-QAT: Data-Free Quantization Aware Training for Large Language Models
2023/05/29 by Zechun Liu, Liu, Zechun, Barlas Oğuz +15 · 59 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- FLAME: Factuality-Aware Alignment for Large Language Models
2024/05/02 by Sheng-Chieh Lin, Lin, Sheng-Chieh, Luyu Gao +12 · 1 voice · 17 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- BiT: Robustly Binarized Multi-distilled Transformer
2022/05/25 by Zechun Liu, Barlas Oguz, Liu, Zechun +14 · 1 voice · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL #cs.LG
- How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval
2023/02/15 by Sheng-Chieh Lin, Akari Asai, Lin, Sheng-Chieh +13 · 24 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- The Role of Chain-of-Thought in Complex Vision-Language Reasoning Task
2023/11/15 by Yifan Wu, Pengchuan Zhang, Wu, Yifan +9 · 11 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Categorization, perception, and language #Cognitive Science and Mapping #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
2020/12/29 by Barlas Oğuz, Oguz, Barlas, Xilun Chen +15 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval
2022/11/18 by Minghan Li, Li, Minghan, Sheng-Chieh Lin +13 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- A Study on the Efficiency and Generalization of Light Hybrid Retrievers
2022/10/04 by Man Luo, Luo, Man, Shashank Jain +15 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text and Document Classification Technologies
- Binary and Ternary Natural Language Generation
2023/06/02 by Liu, Zechun, Oguz, Barlas, Pappu, Aasish +2 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
2025/02/25 by Xueguang Ma, Ma, Xueguang, Xi Victoria Lin +9 · 6 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Jointly Training Large Autoregressive Multimodal Models
2023/09/27 by Emanuele Aiello, Aiello, Emanuele, Lili Yu +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
2021/01/01 by Min, Sewon, Boyd-Graber, Jordan, Alberti, Chris +50 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts
2023/06/08 by Ganesh Jawahar, Jawahar, Ganesh, Haichuan Yang +23 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Ferroelectric and Negative Capacitance Devices #Adversarial Robustness in Machine Learning
- Post-training an LLM for RAG? Train on Self-Generated Demonstrations
2025/02/14 by Matthew Finlayson, Ilia Kulikov, Finlayson, Matthew +8 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques