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Naman Goyal

  1. Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
    2020/05/22 by Patrick Lewis, Ethan Perez, Lewis, Patrick +21 · 10 voices · 1602 citations
    #cs.CL #cs.LG
  2. OPT: Open Pre-trained Transformer Language Models
    2022/05/02 by Susan Zhang, Zhang, Susan, Stephen Roller +35 · 2 voices · 266 citations
    #cs.CL #cs.LG
  3. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1374 citations
    #cs.CL #cs.AI
  4. LLaMA: Open and Efficient Foundation Language Models
    2023/02/27 by Hugo Touvron, Thibaut Lavril, Touvron, Hugo +25 · 1719 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  5. Llama 2: Open Foundation and Fine-Tuned Chat Models
    2023/07/18 by Hugo Touvron, Touvron, Hugo, Louis Martin +133 · 1357 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  6. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language\n Generation, Translation, and Comprehension
    2019/10/29 by Yinhan Liu, Lewis, Mike, Liu, Yinhan +12 · 262 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  7. Efficient Large Scale Language Modeling with Mixtures of Experts
    2021/12/20 by Mikel Artetxe, Shruti Bhosale, Artetxe, Mikel +47 · 1 voice · 16 citations
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Machine Learning in Healthcare
  8. XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
    2021/11/17 by Arun Babu, Babu, Arun, Changhan Wang +23 · 77 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  9. Multilingual Denoising Pre-training for Neural Machine Translation
    2020/01/22 by Yinhan Liu, Jiatao Gu, Liu, Yinhan +13 · 76 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  10. The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation
    2021/06/06 by Naman Goyal, Goyal, Naman, Cynthia Gao +17 · 55 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  11. A Theory on Adam Instability in Large-Scale Machine Learning
    2023/04/19 by Igor Molybog, Molybog, Igor, Peter Albert +33 · 1 voice · 3 citations
    Computer Science · #Computational Physics and Python Applications #Neural Networks and Applications #Topic Modeling #cs.AI #cs.LG #math.OC
  12. Beyond English-Centric Multilingual Machine Translation
    2020/10/21 by Angela Fan, Fan, Angela, Shruti Bhosale +31 · 34 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
  13. BASE Layers: Simplifying Training of Large, Sparse Models
    2021/03/30 by Mike Lewis, Shruti Bhosale, Lewis, Mike +7 · 34 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Algorithms
  14. Text-To-4D Dynamic Scene Generation
    2023/01/26 by Uriel Singer, Shelly Sheynin, Singer, Uriel +19 · 34 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Motion and Animation #Machine Learning (cs.LG) #Video Analysis and Summarization
  15. Multilingual Translation with Extensible Multilingual Pretraining and Finetuning
    2020/08/02 by Yuqing Tang, Chau Tran, Tang, Yuqing +13 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  16. Scaling Laws for Generative Mixed-Modal Language Models
    2023/01/10 by Armen Aghajanyan, Lili Yu, Aghajanyan, Armen +17 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  17. Few-shot Learning with Multilingual Language Models
    2021/12/20 by Xi Victoria Lin, Lin, Xi Victoria, Todor Mihaylov +39 · 11 citations
    Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
  18. XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models
    2023/01/25 by Davis Liang, Hila Gonen, Liang, Davis +13 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  19. Lifting the Curse of Multilinguality by Pre-training Modular Transformers
    2022/05/12 by Jonas Pfeiffer, Naman Goyal, Pfeiffer, Jonas +11 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  20. How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training?
    2022/04/29 by Shiyue Zhang, Vishrav Chaudhary, Zhang, Shiyue +11 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  21. Multilingual Autoregressive Entity Linking
    2021/03/23 by Nicola De Cao, Ledell Wu, De Cao, Nicola +17 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
  22. The Social Dynamics of Language Change in Online Networks
    2016/09/07 by Rahul Goel, Goel, Rahul, Sandeep Soni +11 · 1 citation
    Social Sciences · Computer Science · #Linguistic Variation and Morphology #Authorship Attribution and Profiling #Language and cultural evolution