Controllable Generation via Locally Constrained Resampling

17 October 2024

Papers citing "Controllable Generation via Locally Constrained Resampling"

14 / 14 papers shown

Title
Where is the signal in tokenization space? Renato Lui Geh Honghua Zhang Kareem Ahmed Benjie Wang Guy Van den Broeck 65 7 0 16 Aug 2024
Grammar-Aligned Decoding Kanghee Park Jiayu Wang Taylor Berg-Kirkpatrick Nadia Polikarpova Loris Dántoni 74 12 0 31 May 2024
Evaluating Large Language Models on Controlled Generation Tasks Jiao Sun Yufei Tian Wangchunshu Zhou Nan Xu Qian Hu Rahul Gupta John Wieting Nanyun Peng Xuezhe Ma LRM ELM 65 64 0 23 Oct 2023
Long Horizon Temperature Scaling Andy Shih Dorsa Sadigh Stefano Ermon DiffM 55 15 0 07 Feb 2023
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics Lianhui Qin Sean Welleck Daniel Khashabi Yejin Choi AI4CE 97 149 0 23 Feb 2022
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models Wei Ping Ming-Yu Liu Chaowei Xiao Peng Xu M. Patwary Mohammad Shoeybi Yue Liu Anima Anandkumar Bryan Catanzaro 98 70 0 08 Feb 2022
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics Ximing Lu Sean Welleck Peter West Liwei Jiang Jungo Kasai ... Lianhui Qin Youngjae Yu Rowan Zellers Noah A. Smith Yejin Choi 53 164 0 16 Dec 2021
FUDGE: Controlled Text Generation With Future Discriminators Kevin Kaichuang Yang Dan Klein 103 333 0 12 Apr 2021
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints Ximing Lu Peter West Rowan Zellers Ronan Le Bras Chandra Bhagavatula Yejin Choi NAI 81 146 0 24 Oct 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 152 1,199 0 24 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 128 407 0 14 Sep 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 493 42,449 0 03 Dec 2019
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver Po-Wei Wang P. Donti Bryan Wilder Zico Kolter LRM NAI 78 262 0 29 May 2019
A Semantic Loss Function for Deep Learning with Symbolic Knowledge Jingyi Xu Zilu Zhang Tal Friedman Yitao Liang Guy Van den Broeck 91 450 0 29 Nov 2017