Goodman, Sebastian

1. ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
   2019/09/26 by Zhenzhong Lan, Lan, Zhenzhong, Mingda Chen +9 · 2 voices · 446 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
2. PaLI-3 Vision Language Models: Smaller, Faster, Stronger
   2023/10/13 by Xi Chen, Chen, Xi, Xiao Wang +37 · 1 voice · 22 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.CV
3. PaLI: A Jointly-Scaled Multilingual Language-Image Model
   2022/09/14 by Xi Chen, Xiao Wang, Chen, Xi +55 · 117 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. PaLI-X: On Scaling up a Multilingual Vision and Language Model
   2023/05/29 by Xi Chen, Chen, Xi, Josip Djolonga +83 · 39 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
5. Scaling Up Models and Data with t5x and seqio
   2022/03/31 by Roberts, Adam, Chung, Hyung Won, Levskaya, Anselm +40 · 11 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. PreSTU: Pre-Training for Scene-Text Understanding
   2022/09/12 by Jihyung Kil, Soravit Changpinyo, Kil, Jihyung +11 · 4 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
7. CausalLM is not optimal for in-context learning
   2023/08/14 by Ding, Nan, Levinboim, Tomer, Wu, Jialin +2 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning
   2021/05/28 by Nan Ding, Xi Chen, Ding, Nan +7 · 1 citation
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research #Machine Learning and Data Classification