CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling

14 November 2018

Ning Miao

Hao Zhou

Lili Mou

Rui Yan

Lei Li

ArXiv PDF HTML

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

45 / 45 papers shown

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 34 2 0 17 Apr 2025
Fake News Detection After LLM Laundering: Measurement and Explanation Rupak Kumar Das Jonathan Dodge 91 0 0 29 Jan 2025
Edit-Constrained Decoding for Sentence Simplification Tatsuya Zetsu Yuki Arase Tomoyuki Kajiwara 27 0 0 28 Sep 2024
Effective Unsupervised Constrained Text Generation based on Perturbed Masking Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 28 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 21 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 41 24 0 15 Nov 2023
Amortizing intractable inference in large language models Marvin Schmitt Moksh Jain Daniel Habermann Younesse Kaddar Ullrich Kothe Stefan T. Radev Nikolay Malkin AIFin BDL 29 46 0 06 Oct 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 37 20 0 30 May 2023
Prompt-Based Editing for Text Style Transfer Guoqing Luo Yu Tong Han Lili Mou Mauajama Firdaus 34 23 0 27 Jan 2023
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing Jiangjie Chen Rui Xu Wenyuan Zeng Changzhi Sun Lei Li Yanghua Xiao KELM 43 9 0 22 Nov 2022
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation Hayate Iso 27 7 0 15 Nov 2022
Quantum Natural Language Generation on Near-Term Devices Amin Karamlou Marcel Pfaffhauser James R. Wootton 45 11 0 01 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 40 2 0 16 Sep 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
Learning to Model Editing Processes Machel Reid Graham Neubig KELM BDL 113 35 0 24 May 2022
Text Revision by On-the-Fly Representation Optimization Jingjing Li Zichao Li Tao Ge Irwin King M. Lyu BDL 31 17 0 15 Apr 2022
An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing Weikai Steven Lu 36 0 0 23 Mar 2022
Entailment Relation Aware Paraphrase Generation Abhilasha Sancheti Balaji Vasan Srinivasan Rachel Rudinger 41 4 0 20 Mar 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics Lianhui Qin Sean Welleck Daniel Khashabi Yejin Choi AI4CE 49 144 0 23 Feb 2022
Coherence boosting: When your pretrained language model is not paying enough attention Nikolay Malkin Zhen Wang Nebojsa Jojic RALM 21 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 49 19 0 01 Oct 2021
Parallel Refinements for Lexically Constrained Text Generation with BART Xingwei He 29 39 0 26 Sep 2021
Simulated Annealing for Emotional Dialogue Systems Chengzhang Dong Chenyang Huang Osmar Zaïane Lili Mou 34 5 0 22 Sep 2021
A Plug-and-Play Method for Controlled Text Generation Damian Pascual Béni Egressy Clara Meister Ryan Cotterell Roger Wattenhofer 24 89 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 35 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 22 5 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 M. Lake 33 117 0 06 Jul 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 54 268 0 10 May 2021
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation Yuning Mao Wenchang Ma Deren Lei Jiawei Han Xiang Ren 21 4 0 18 Apr 2021
NAREOR: The Narrative Reordering Problem Varun Gangal Steven Y. Feng Malihe Alikhani Teruko Mitamura Eduard H. Hovy 30 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 30 138 0 18 Mar 2021
InFillmore: Frame-Guided Language Generation with Bidirectional Context Jiefu Ou Nathaniel Weir Anton Belyy Felix X. Yu Benjamin Van Durme 29 5 0 08 Mar 2021
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach Maosen Zhang Nan Jiang Lei Li Yexiang Xue 27 4 0 24 Nov 2020
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 8 142 0 24 Oct 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 43 155 0 18 Aug 2020
Generating Fluent Adversarial Examples for Natural Languages Huangzhao Zhang Hao Zhou Ning Miao Lei Li AAML GAN 31 142 0 13 Jul 2020
Xiaomingbot: A Multilingual Robot News Reporter Runxin Xu Jun Cao Mingxuan Wang Jiaze Chen Hao Zhou ... Xiang Yin Xijin Zhang Songcheng Jiang Yuxuan Wang Lei Li 23 11 0 12 Jul 2020
Unsupervised Text Generation by Learning from Search Jingjing Li Zichao Li Lili Mou Xin Jiang Michael R. Lyu Irwin King 27 55 0 09 Jul 2020
Unsupervised Paraphrasing via Deep Reinforcement Learning A. B. Siddique Samet Oymak Vagelis Hristidis 24 56 0 05 Jul 2020
Iterative Edit-Based Unsupervised Sentence Simplification Dhruv Kumar Lili Mou Lukasz Golab Olga Vechtomova 27 67 0 17 Jun 2020
Unsupervised Paraphrase Generation using Pre-trained Language Models Chaitra V. Hegde Shrikumar Patil LRM 21 38 0 09 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 21 84 0 01 May 2020
Unsupervised Paraphrasing by Simulated Annealing Xianggen Liu Lili Mou Fandong Meng Hao Zhou Jie Zhou Sen Song 37 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 18 107 0 06 Jul 2019