Spector, Benjamin

1. Accelerating LLM Inference with Staged Speculative Decoding
   2023/08/08 by Benjamin Spector, Chris Ré, Spector, Benjamin +1 · 33 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning and Algorithms #Topic Modeling
2. Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
   2023/10/18 by Daniel Y. Fu, Fu, Daniel Y., Simran Arora +17 · 12 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Topic Modeling
3. Just read twice: closing the recall gap for recurrent language models
   2024/07/07 by Simran Arora, Aman Timalsina, Arora, Simran +15 · 13 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. LoLCATs: On Low-Rank Linearizing of Large Language Models
   2024/10/14 by Michael Zhang, Zhang, Michael, Simran Arora +13 · 6 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
5. On the Optimality of Vagueness: "Around", "Between", and the Gricean Maxims
   2020/08/26 by Paul Égré, Benjamin Spector, Egré, Paul +5 · 1 citation
   Social Sciences · #62C10 #68T37 #91F20 #94-10 #94A17 #Computation and Language (cs.CL) #European and International Law Studies #FOS: Computer and information sciences #Legal Language and Interpretation
6. Bounding the Last Mile: Efficient Learned String Indexing
   2021/11/29 by Benjamin Spector, Andreas Kipf, Spector, Benjamin +9 · 1 citation
   Computer Science · #Algorithms and Data Compression #Web Data Mining and Analysis #Network Packet Processing and Optimization