Controlling Output Length in Neural Encoder-Decoders

30 September 2016

Graham Neubig

Papers citing "Controlling Output Length in Neural Encoder-Decoders"

40 / 40 papers shown

Title
Zero-Shot Strategies for Length-Controllable Summarization Fabian Retkowski A. Waibel 49 3 0 31 Dec 2024
Effective Unsupervised Constrained Text Generation based on Perturbed Masking Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 23 1 0 24 Apr 2024
Unsupervised Extractive Summarization with Learnable Length Control Strategies Renlong Jie Xiaojun Meng Xin Jiang Qun Liu 24 1 0 12 Dec 2023
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation Rahul Madhavan Rishabh Garg Kahini Wadhawan S. Mehta 21 5 0 01 Jun 2023
The Current State of Summarization Fabian Retkowski 23 6 0 08 May 2023
Evaluating the Efficacy of Length-Controllable Machine Translation Hao Cheng Meng Zhang Weixuan Wang Liangyou Li Qun Liu Zhihua Zhang 32 0 0 03 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
(Psycho-)Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification Yu Qiao Xiaofei Li Daniel Wiechmann E. Kerz 19 4 0 19 Dec 2022
Time-aware Prompting for Text Generation Shuyang Cao Lu Wang 19 11 0 03 Nov 2022
Latent Prompt Tuning for Text Summarization Yubo Zhang Xingxing Zhang Xun Wang Si-Qing Chen Furu Wei VLM 31 9 0 03 Nov 2022
Revision for Concision: A Constrained Paraphrase Generation Task Wenchuan Mu Kwanin Lim 27 3 0 25 Oct 2022
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation Melanie Sclar Peter West Sachin Kumar Yulia Tsvetkov Yejin Choi 18 19 0 25 Oct 2022
Psychology-guided Controllable Story Generation Yuqiang Xie Yue Hu Yunpeng Li Guanqun Bi Luxi Xing Wei Peng 12 3 0 14 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 31 5 0 06 Oct 2022
A Focused Study on Sequence Length for Dialogue Summarization Bin Wang Chen Zhang Chengwei Wei Haizhou Li 8 8 0 24 Sep 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 32 1 0 11 Jun 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
"What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question Generation Lingyu Gao Debanjan Ghosh Kevin Gimpel 29 11 0 17 May 2022
EntSUM: A Data Set for Entity-Centric Summarization Mounica Maddela Mayank Kulkarni Daniel Preotiuc-Pietro 33 24 0 05 Apr 2022
Unsupervised Multi-Granularity Summarization Ming Zhong Yang Liu Suyu Ge Yuning Mao Yizhu Jiao Xingxing Zhang Yichong Xu Chenguang Zhu Michael Zeng Jiawei Han 79 8 0 29 Jan 2022
Context-Tuning: Learning Contextualized Prompts for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 25 15 0 21 Jan 2022
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal Mousumi Akter Shubhra (Santu) Karmaker 31 0 0 14 Jan 2022
Machine Translation Verbosity Control for Automatic Dubbing Surafel Melaku Lakew Marcello Federico Yue Wang Cuong Hoang Yogesh Virkar Roberto Barra-Chicote Robert Enyedi 14 21 0 08 Oct 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 31 3,828 0 28 Jul 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 11 10 0 27 Jul 2021
Deep Extrapolation for Attribute-Enhanced Generation Alvin Chan Ali Madani Ben Krause Nikhil Naik 19 24 0 07 Jul 2021
Progressive Open-Domain Response Generation with Multiple Controllable Attributes Haiqing Yang Xiaoyuan Yao Yiqun Duan Jianping Shen Jie Zhong Kun Zhang 16 11 0 07 Jun 2021
Controlling Hallucinations at Word Level in Data-to-Text Generation Clément Rebuffel Marco Roberti Laure Soulier Geoffrey Scoutheeten R. Cancelliere Patrick Gallinari 8 66 0 04 Feb 2021
Data-to-text Generation with Macro Planning Ratish Puduppully Mirella Lapata 57 73 0 04 Feb 2021
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems Behnam Hedayatnia Karthik Gopalakrishnan Seokhwan Kim Yang Liu Mihail Eric Dilek Z. Hakkani-Tür 24 28 0 26 May 2020
Generating Representative Headlines for News Stories Xiaotao Gu Yuning Mao Jiawei Han Jialu Liu Hongkun Yu You Wu Cong Yu Daniel Finnie Jiaqi Zhai Nicholas Zukoski 22 70 0 26 Jan 2020
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders Yu Duan Canwen Xu Jiaxin Pei Jialong Han Chenliang Li 11 42 0 10 Nov 2019
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation Emily Dinan Angela Fan Adina Williams Jack Urbanek Douwe Kiela Jason Weston 22 205 0 10 Nov 2019
Controllable Sentence Simplification: Employing Syntactic and Lexical Constraints Jonathan Mallinson Mirella Lapata 17 16 0 10 Oct 2019
Controllable Sentence Simplification Louis Martin Benoît Sagot Eric Villemonte de la Clergerie Antoine Bordes 15 144 0 07 Oct 2019
Maximizing Stylistic Control and Semantic Accuracy in NLG: Personality Variation and Discourse Contrast Vrindavan Harrison Lena Reed Shereen Oraby M. Walker 13 28 0 22 Jul 2019
Towards Content Transfer through Grounded Text Generation Shrimai Prabhumoye Chris Quirk Michel Galley 17 21 0 13 May 2019
Structure-Infused Copy Mechanisms for Abstractive Summarization Kaiqiang Song Lin Zhao Fei Liu 25 76 0 14 Jun 2018
Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization Jun Suzuki Masaaki Nagata 30 76 0 31 Dec 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,923 0 17 Aug 2015