Barlas Oğuz
- Effective Long-Context Scaling of Foundation Models
2023/09/27 by Wenhan Xiong, Jingyu Liu, Xiong, Wenhan +40 · 2 voices · 41 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 · 32 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Memory Layers at Scale
2024/12/12 by Vincent-Pierre Berges, Barlas Oğuz, Berges, Vincent-Pierre +9 · 1 voice · 12 citations
Engineering · #cs.CL #cs.AI
- FLAME: Factuality-Aware Alignment for Large Language Models
2024/05/02 by Sheng-Chieh Lin, Luyu Gao, Lin, Sheng-Chieh +12 · 1 voice · 8 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval
2023/02/15 by Sheng-Chieh Lin, Akari Asai, Lin, Sheng-Chieh +13 · 14 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- 3DGen: Triplane Latent Diffusion for Textured Mesh Generation
2023/03/09 by Anchit Gupta, Gupta, Anchit, Wenhan Xiong +7 · 13 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
- The Role of Chain-of-Thought in Complex Vision-Language Reasoning Task
2023/11/15 by Yifan Wu, Wu, Yifan, Pengchuan Zhang +9 · 6 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
- BiT: Robustly Binarized Multi-distilled Transformer
2022/05/25 by Zechun Liu, Liu, Zechun, Barlas Oğuz +13 · 4 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
- UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
2020/12/29 by Barlas Oğuz, Xilun Chen, Oguz, Barlas +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
- Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
2021/10/13 by Xilun Chen, Chen, Xilun, Kushal Lakhotia +15 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Genomics and Phylogenetic Studies
- CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval
2022/11/18 by Minghan Li, Sheng-Chieh Lin, Li, Minghan +13 · 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) #Topic Modeling
- Learning to Reason for Factuality
2025/08/07 by Xilun Chen, Ilia Kulikov, Chen, Xilun +13 · 10 citations
#cs.CL
- DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
2025/02/25 by Xueguang Ma, Ma, Xueguang, Xi Victoria Lin +9 · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- 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