Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models

Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models

18 October 2022

Yury Zemlyanskiy

Patrick C. Murray

Alexandre Passos

Sumit Sanghai

Papers citing "Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models"

9 / 9 papers shown

Title
Quasi-random Multi-Sample Inference for Large Language Models Aditya Parashar Aditya Vikram Singh Avinash Amballa Jinlin Lai Benjamin Rozonoyer LRM 61 0 0 09 Nov 2024
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering Kemal Kurniawan Bernhard Schölkopf Michael Muehlebach 32 0 0 02 Oct 2024
Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo Stephen Zhao Rob Brekelmans Alireza Makhzani Roger C. Grosse 37 32 0 26 Apr 2024
Training LLMs over Neurally Compressed Text Brian Lester Jaehoon Lee A. Alemi Jeffrey Pennington Adam Roberts Jascha Narain Sohl-Dickstein Noah Constant 34 6 0 04 Apr 2024
Priority Sampling of Large Language Models for Compilers Dejan Grubisic Chris Cummins Volker Seeker Hugh Leather 36 6 0 28 Feb 2024
Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy Shuhai Zhang Yiliao Song Jiahao Yang Yuanqing Li Bo Han Mingkui Tan DeLMO 31 5 0 25 Feb 2024
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Conditional Poisson Stochastic Beam Search Clara Meister Afra Amini Tim Vieira Ryan Cotterell 24 10 0 22 Sep 2021
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016