CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling

14 November 2018

Ning Miao

Hao Zhou

Lili Mou

Rui Yan

Lei Li

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Papers citing "CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling"

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Title
Semantic Probabilistic Control of Language Models Kareem Ahmed Catarina G Belém Padhraic Smyth Sameer Singh 42 0 0 04 May 2025
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 32 1 0 17 Apr 2025
Fake News Detection After LLM Laundering: Measurement and Explanation Rupak Kumar Das Jonathan Dodge 85 0 0 29 Jan 2025
Edit-Constrained Decoding for Sentence Simplification Tatsuya Zetsu Yuki Arase Tomoyuki Kajiwara 22 0 0 28 Sep 2024
Effective Unsupervised Constrained Text Generation based on Perturbed Masking Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 21 1 0 24 Apr 2024
Multi-Intent Attribute-Aware Text Matching in Searching Mingzhe Li Xiuying Chen Jing Xiang Qishen Zhang Changsheng Ma Chenchen Dai Jinxiong Chang Zhongyi Liu Guannan Zhang 16 3 0 12 Feb 2024
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question Prompts Yunshi Lan Xiang Li Xin Liu Yang Li Wei Qin Weining Qian LRM ReLM 25 23 0 15 Nov 2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code Xiao Liu Da Yin Chen Zhang Yansong Feng Dongyan Zhao ELM ReLM ReCod LRM 32 20 0 30 May 2023
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation Hayate Iso 21 7 0 15 Nov 2022
PINEAPPLE: Personifying INanimate Entities by Acquiring Parallel Personification data for Learning Enhanced generation Sedrick Scott Keh Kevin Lu Varun Gangal Steven Y. Feng Harsh Jhamtani Malihe Alikhani Eduard H. Hovy 32 2 0 16 Sep 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 56 14 0 11 Jun 2022
Learning to Model Editing Processes Machel Reid Graham Neubig KELM BDL 101 35 0 24 May 2022
Text Revision by On-the-Fly Representation Optimization Jingjing Li Zichao Li Tao Ge Irwin King M. Lyu BDL 20 17 0 15 Apr 2022
An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing Weikai Steven Lu 28 0 0 23 Mar 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics Lianhui Qin Sean Welleck Daniel Khashabi Yejin Choi AI4CE 44 144 0 23 Feb 2022
Coherence boosting: When your pretrained language model is not paying enough attention Nikolay Malkin Zhen Wang Nebojsa Jojic RALM 19 35 0 15 Oct 2021
Simulated annealing for optimization of graphs and sequences Xianggen Liu Pengyong Li Fandong Meng Hao Zhou Huasong Zhong Jie Zhou Lili Mou Sen Song 39 19 0 01 Oct 2021
Parallel Refinements for Lexically Constrained Text Generation with BART Xingwei He 21 39 0 26 Sep 2021
A Plug-and-Play Method for Controlled Text Generation Damian Pascual Béni Egressy Clara Meister Ryan Cotterell Roger Wattenhofer 17 88 0 20 Sep 2021
Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models Steven Y. Feng Kevin Lu Zhuofu Tao Malihe Alikhani Teruko Mitamura Eduard H. Hovy Varun Gangal LRM 25 13 0 08 Sep 2021
Paraphrase Generation as Unsupervised Machine Translation Xiaofei Sun Yufei Tian Yuxian Meng Nanyun Peng Fei Wu Jiwei Li Chun Fan LRM 14 6 0 07 Sep 2021
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning Maxwell Nye Michael Henry Tessler J. Tenenbaum Brenden Lake 29 117 0 06 Jul 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 49 267 0 10 May 2021
NAREOR: The Narrative Reordering Problem Varun Gangal Steven Y. Feng Malihe Alikhani Teruko Mitamura Eduard H. Hovy 20 26 0 14 Apr 2021
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery Yutong Xie Chence Shi Hao Zhou Yuwei Yang Weinan Zhang Yong Yu Lei Li 19 138 0 18 Mar 2021
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach Maosen Zhang Nan Jiang Lei Li Yexiang Xue 11 4 0 24 Nov 2020
Glancing Transformer for Non-Autoregressive Neural Machine Translation Lihua Qian Hao Zhou Yu Bao Mingxuan Wang Lin Qiu Weinan Zhang Yong Yu Lei Li 32 155 0 18 Aug 2020
Generating Fluent Adversarial Examples for Natural Languages Huangzhao Zhang Hao Zhou Ning Miao Lei Li AAML GAN 23 141 0 13 Jul 2020
Iterative Edit-Based Unsupervised Sentence Simplification Dhruv Kumar Lili Mou Lukasz Golab Olga Vechtomova 13 67 0 17 Jun 2020
A Controllable Model of Grounded Response Generation Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Xiang Gao ... Rik Koncel-Kedziorski Jianfeng Gao Hannaneh Hajishirzi Mari Ostendorf Bill Dolan 16 6 0 01 May 2020
Unsupervised Paraphrasing by Simulated Annealing Xianggen Liu Lili Mou Fandong Meng Hao Zhou Jie Zhou Sen Song 18 77 0 09 Sep 2019
Generating Sentences from Disentangled Syntactic and Semantic Spaces Yu Bao Hao Zhou Shujian Huang Lei Li Lili Mou Olga Vechtomova Xinyu Dai Jiajun Chen DRL 13 107 0 06 Jul 2019