Jai Prakash Gupta
- Transformer Memory as a Differentiable Search Index
2022/02/14 by Yi Tay, Tay, Yi, Vinh Q. Tran +24 · 1 voice · 53 citations
Computer Science · #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling #cs.AI #cs.CL #cs.IR #cs.LG
- Confident Adaptive Language Modeling
2022/07/14 by Tal Schuster, Adam Fisch, Schuster, Tal +14 · 2 voices · 46 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- A New Generation of Perspective API: Efficient Multilingual Character-level Transformers
2022/02/22 by Alyssa Lees, Lees, Alyssa, Vinh Q. Tran +11 · 35 citations
Computer Science · #Hate Speech and Cyberbullying Detection #Advanced Malware Detection Techniques #Software Engineering Research
- How Does Generative Retrieval Scale to Millions of Passages?
2023/05/19 by Ronak Pradeep, Kai Hui, Pradeep, Ronak +14 · 1 voice · 10 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.IR
- Charformer: Fast Character Transformers via Gradient-based Subword Tokenization
2021/06/23 by Yi Tay, Tay, Yi, Vinh Q. Tran +17 · 16 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- HyperPrompt: Prompt-based Task-Conditioning of Transformers
2022/03/01 by Yun He, He, Yun, Huaixiu Zheng +21 · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Are Pre-trained Convolutions Better than Pre-trained Transformers?
2021/05/07 by Yi Tay, Mostafa Dehghani, Tay, Yi +12 · 1 voice · 3 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
2021/11/22 by Vamsi Aribandi, Yi Tay, Aribandi, Vamsi +25 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- DSI++: Updating Transformer Memory with New Documents
2022/12/19 by Sanket Vaibhav Mehta, Mehta, Sanket Vaibhav, Jai Prakash Gupta +15 · 3 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- SEMQA: Semi-Extractive Multi-Source Question Answering
2023/11/08 by Tal Schuster, Schuster, Tal, Adam D. Lelkes +11 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling