Controlling Linguistic Style Aspects in Neural Language Generation

9 July 2017

Papers citing "Controlling Linguistic Style Aspects in Neural Language Generation"

50 / 91 papers shown

Title
Multi-agents based User Values Mining for Recommendation L. Chen Wei Yuan Tong Chen Xiangyu Zhao Nguyen Quoc Viet Hung Hongzhi Yin OffRL 55 0 0 02 May 2025
Integrative Decoding: Improve Factuality via Implicit Self-consistency Yi Cheng Xiao Liang Yeyun Gong Wen Xiao Song Wang ... Wenjie Li Jian Jiao Qi Chen Peng Cheng Wayne Xiong HILM 62 1 0 02 Oct 2024
REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy Haw-Shiuan Chang Nanyun Peng Mohit Bansal Anil Ramakrishna Tagyoung Chung HILM 46 2 0 11 Jun 2024
Reconstructing training data from document understanding models Jérémie Dentan Arnaud Paran A. Shabou AAML SyDa 54 1 0 05 Jun 2024
Effective Unsupervised Constrained Text Generation based on Perturbed Masking Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 28 1 0 24 Apr 2024
Language Model Cascades: Token-level uncertainty and beyond Neha Gupta Harikrishna Narasimhan Wittawat Jitkrittum A. S. Rawat A. Menon Sanjiv Kumar UQLM 53 42 0 15 Apr 2024
Soft Self-Consistency Improves Language Model Agents Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal LLMAG 24 8 0 20 Feb 2024
Decoding Speculative Decoding Minghao Yan Saurabh Agarwal Shivaram Venkataraman LRM 42 6 0 02 Feb 2024
Temperature-scaling surprisal estimates improve fit to human reading times -- but does it do so for the "right reasons"? Tong Liu Iza vSkrjanec Vera Demberg 50 5 0 15 Nov 2023
Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation Jian Guan Minlie Huang 32 0 0 04 Jul 2023
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation Rahul Madhavan Rishabh Garg Kahini Wadhawan S. Mehta 33 5 0 01 Jun 2023
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space Hanxing Ding Liang Pang Zihao Wei Huawei Shen Xueqi Cheng Tat-Seng Chua DiffM 43 10 0 22 May 2023
Exposing the Functionalities of Neurons for Gated Recurrent Unit Based Sequence-to-Sequence Model Yi-Ting Lee Da-Yi Wu Chih-Chun Yang Shou-De Lin MILM 24 0 0 27 Mar 2023
Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function A. B. Siddique M. H. Maqbool Kshitija Taywade H. Foroosh 24 12 0 24 Mar 2023
What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis Xiang Deng Vasilisa Bashlovkina Feng Han Simon Baumgartner Michael Bendersky 47 42 0 21 Dec 2022
Latent Diffusion for Language Generation Justin Lovelace Varsha Kishore Chao-gang Wan Eliot Shekhtman Kilian Q. Weinberger DiffM 29 71 0 19 Dec 2022
DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation Yuxi Feng Xiaoyuan Yi Xiting Wang L. Lakshmanan Xing Xie DiffM 35 5 0 16 Dec 2022
Controllable Text Generation via Probability Density Estimation in the Latent Space Yuxuan Gu Xiaocheng Feng Sicheng Ma Lingyuan Zhang Heng Gong Weihong Zhong Bing Qin 26 18 0 16 Dec 2022
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky 35 43 0 14 Nov 2022
What is Wrong with Language Models that Can Not Tell a Story? Ivan P. Yamshchikov Alexey Tikhonov 34 6 0 09 Nov 2022
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning Xingwei He Yeyun Gong Alex Jin Weizhen Qi Hang Zhang Jian Jiao Bartuer Zhou Biao Cheng Sm Yiu Nan Duan 38 11 0 21 Oct 2022
FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training Junyi Chai Reid Pryzant Victor Ye Dong Konstantin Golobokov Chenguang Zhu Yi Liu 37 5 0 06 Oct 2022
GROOT: Corrective Reward Optimization for Generative Sequential Labeling Kazuma Hashimoto K. Raman VLM 24 1 0 29 Sep 2022
Every picture tells a story: Image-grounded controllable stylistic story generation Holy Lovenia Bryan Wilie Romain Barraud Samuel Cahyawijaya Willy Chung Pascale Fung 26 8 0 04 Sep 2022
Generating Coherent Drum Accompaniment With Fills And Improvisations Rishabh A. Dahale Vaibhav Talwadker Preeti Rao Prateek Verma 32 3 0 01 Sep 2022
DeepGen: Diverse Search Ad Generation and Real-Time Customization Konstantin Golobokov Junyi Chai Victor Ye Dong Mandy Gu Bingyu Chi Jie Cao Yulan Yan Yi Liu 31 8 0 06 Aug 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 33 28 0 19 Jul 2022
Rationale-Augmented Ensembles in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Denny Zhou ReLM LRM 40 124 0 02 Jul 2022
Bridging the Gap Between Training and Inference of Bayesian Controllable Language Models Han Liu Bingning Wang Ting Yao Haijin Liang Jianjin Xu Xiaolin Hu BDL 40 1 0 11 Jun 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 64 14 0 11 Jun 2022
A Mixture-of-Expert Approach to RL-based Dialogue Management Yinlam Chow Azamat Tulepbergenov Ofir Nachum Moonkyung Ryu Mohammad Ghavamzadeh Craig Boutilier MoE 25 14 0 31 May 2022
"What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question Generation Lingyu Gao Debanjan Ghosh Kevin Gimpel 31 11 0 17 May 2022
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems Caleb Ziems Jane A. Yu Yi-Chia Wang A. Halevy Diyi Yang 28 92 0 06 Apr 2022
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation Pei Ke Hao Zhou Yankai Lin Peng Li Jie Zhou Xiaoyan Zhu Minlie Huang 21 38 0 02 Apr 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation Shashi Narayan Gonccalo Simoes Yao-Min Zhao Joshua Maynez Dipanjan Das Michael Collins Mirella Lapata 29 30 0 28 Mar 2022
Mix and Match: Learning-free Controllable Text Generation using Energy Language Models Fatemehsadat Mireshghallah Kartik Goyal Taylor Berg-Kirkpatrick 38 78 0 24 Mar 2022
Controllable Natural Language Generation with Contrastive Prefixes Jing Qian Li Dong Yelong Shen Furu Wei Weizhu Chen 10 95 0 27 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 82 2,254 0 08 Feb 2022
A Causal Lens for Controllable Text Generation Zhiting Hu Erran L. Li 45 59 0 22 Jan 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 54 215 0 14 Jan 2022
Massive-scale Decoding for Text Generation using Lattices Jiacheng Xu Siddhartha Reddy Jonnalagadda Greg Durrett AI4CE 40 8 0 14 Dec 2021
BACON: Deep-Learning Powered AI for Poetry Generation with Author Linguistic Style Transfer Alejandro Rodríguez Pascual 19 2 0 14 Dec 2021
HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Tanya Goyal Nazneen Rajani Wenhao Liu Wojciech Kry'sciñski AI4CE 20 12 0 08 Oct 2021
Simulated Annealing for Emotional Dialogue Systems Chengzhang Dong Chenyang Huang Osmar Zaïane Lili Mou 34 5 0 22 Sep 2021
Automatically Exposing Problems with Neural Dialog Models Dian Yu Kenji Sagae 31 9 0 14 Sep 2021
Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar Eric Malmi Aliaksei Severyn Yulia Tsvetkov BDL AI4CE 43 76 0 04 Aug 2021
Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation Yufei Wang Can Xu Huang Hu Chongyang Tao Stephen Wan Mark Dras Mark Johnson Daxin Jiang 19 10 0 27 Jul 2021
Deep Extrapolation for Attribute-Enhanced Generation Alvin Chan Ali Madani Ben Krause Nikhil Naik 29 24 0 07 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
DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts Alisa Liu Maarten Sap Ximing Lu Swabha Swayamdipta Chandra Bhagavatula Noah A. Smith Yejin Choi MU 31 359 0 07 May 2021