Language as a Latent Variable: Discrete Generative Models for Sentence Compression

23 September 2016

Papers citing "Language as a Latent Variable: Discrete Generative Models for Sentence Compression"

32 / 32 papers shown

Title
From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences Tatiana Passali Efstathios Chatzikyriakidis Stelios Andreadis Thanos G. Stavropoulos Anastasia Matonaki A. Fachantidis Grigorios Tsoumakas 21 1 0 08 Dec 2023
Scalable Learning of Latent Language Structure With Logical Offline Cycle Consistency M. Crouse Ramón Fernández Astudillo Tahira Naseem Subhajit Chaudhury Pavan Kapanipathi Salim Roukos Alexander G. Gray OffRL 22 0 0 31 May 2023
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
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
Intra-agent speech permits zero-shot task acquisition Chen Yan Federico Carnevale Petko Georgiev Adam Santoro Aurelia Guy Alistair Muldal Chia-Chun Hung Josh Abramson Timothy Lillicrap Greg Wayne LM&Ro 36 9 0 07 Jun 2022
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization Puyuan Liu Chenyang Huang Lili Mou 22 20 0 28 May 2022
CAISE: Conversational Agent for Image Search and Editing Hyounghun Kim Doo Soon Kim Seunghyun Yoon Franck Dernoncourt Trung Bui Mohit Bansal 19 6 0 24 Feb 2022
May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation Sanghyuk Choi J. Hwang Hyungjong Noh Yeonsoo Lee 18 3 0 20 Dec 2021
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 13 125 0 10 Nov 2020
Text Style Transfer: A Review and Experimental Evaluation Zhiqiang Hu Roy Ka-Wei Lee Charu C. Aggarwal Aston Zhang AI4TS 42 26 0 24 Oct 2020
Failure Modes of Variational Autoencoders and Their Effects on Downstream Tasks Yaniv Yacoby Weiwei Pan Finale Doshi-Velez CML DRL 27 25 0 14 Jul 2020
Unsupervised Opinion Summarization as Copycat-Review Generation Arthur Brazinskas Mirella Lapata Ivan Titov 17 125 0 06 Nov 2019
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 244 269 0 30 Sep 2019
Unsupervised Text Summarization via Mixed Model Back-Translation Yacine Jernite 19 2 0 22 Aug 2019
AMR Parsing as Sequence-to-Graph Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 9 148 0 21 May 2019
Effective Estimation of Deep Generative Language Models Tom Pelsmaeker Wilker Aziz BDL 22 27 0 17 Apr 2019
Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce Jianguo Zhang Pengcheng Zou Zhao Li Yao Wan Xiuming Pan Yu Gong Philip S. Yu 24 28 0 03 Apr 2019
Product Title Refinement via Multi-Modal Generative Adversarial Learning Jianguo Zhang Pengcheng Zou Zhao Li Yao Wan Ye Liu Xiuming Pan Yu Gong Philip S. Yu GAN 25 4 0 11 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 6 181 0 02 Nov 2018
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks Yau-Shian Wang Hung-yi Lee 21 64 0 05 Oct 2018
Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts Chih-Wen Goo Yun-Nung (Vivian) Chen 20 128 0 15 Sep 2018
Weakly-supervised Neural Semantic Parsing with a Generative Ranker Jianpeng Cheng Mirella Lapata 21 17 0 23 Aug 2018
Multi-Source Pointer Network for Product Title Summarization Fei Sun Peng Jiang Hanxiao Sun Changhua Pei Wenwu Ou Xiaobo Wang 12 47 0 21 Aug 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 23 102 0 20 Jun 2018
Structure-Infused Copy Mechanisms for Abstractive Summarization Kaiqiang Song Lin Zhao Fei Liu 23 76 0 14 Jun 2018
A Stochastic Decoder for Neural Machine Translation P. Schulz Wilker Aziz Trevor Cohn BDL 17 29 0 28 May 2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim W. Chang Nazli Goharian 14 740 0 16 Apr 2018
A Multi-task Learning Approach for Improving Product Title Compression with User Search Log Data Jingang Wang Junfeng Tian Long Qiu Sheng Li Jun Lang Luo Si Man Lan 29 43 0 05 Jan 2018
Learning to Organize Knowledge and Answer Questions with N-Gram Machines Fan Yang Jiazhong Nie William W. Cohen Ni Lao NAI 28 3 0 17 Nov 2017
Self-organized Hierarchical Softmax Yikang Shen Shawn Tan C. Pal Aaron Courville BDL 30 7 0 26 Jul 2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols Serhii Havrylov Ivan Titov LLMAG 27 286 0 31 May 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 27 255 0 03 Apr 2017