Recent Advances in Neural Text Generation: A Task-Agnostic Survey

6 March 2022

Papers citing "Recent Advances in Neural Text Generation: A Task-Agnostic Survey"

43 / 93 papers shown

Title
Neural data-to-text generation: A comparison between pipeline and end-to-end architectures Thiago Castro Ferreira Chris van der Lee Emiel van Miltenburg Emiel Krahmer 85 143 0 23 Aug 2019
"My Way of Telling a Story": Persona based Grounded Story Generation Shrimai Prabhumoye Khyathi Chandu Ruslan Salakhutdinov A. Black 56 35 0 14 Jun 2019
Bridging the Gap between Training and Inference for Neural Machine Translation Wen Zhang Yang Feng Fandong Meng Di You Qun Liu AIMat 73 241 0 06 Jun 2019
A Survey of Natural Language Generation Techniques with a Focus on Dialogue Systems - Past, Present and Future Directions Sashank Santhanam Samira Shaikh 3DV 69 52 0 02 Jun 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 115 965 0 07 May 2019
TextKD-GAN: Text Generation using KnowledgeDistillation and Generative Adversarial Networks Md. Akmal Haidar Mehdi Rezagholizadeh 71 52 0 23 Apr 2019
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation Sebastian Gehrmann Steven Layne Franck Dernoncourt 29 10 0 15 Apr 2019
Jointly Measuring Diversity and Quality in Text Generation Models Ehsan Montahaei Danial Alihosseini M. Baghshah 61 77 0 08 Apr 2019
Unifying Human and Statistical Evaluation for Natural Language Generation Tatsunori B. Hashimoto Hugh Zhang Percy Liang 69 224 0 04 Apr 2019
The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English Francisco Guzmán Peng-Jen Chen Myle Ott J. Pino Guillaume Lample Philipp Koehn Vishrav Chaudhary MarcÁurelio Ranzato 70 145 0 04 Feb 2019
Analysis Methods in Neural Language Processing: A Survey Yonatan Belinkov James R. Glass 79 557 0 21 Dec 2018
Image Chat: Engaging Grounded Conversations Kurt Shuster Samuel Humeau Antoine Bordes Jason Weston 65 117 0 02 Nov 2018
Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory Deng Cai Yan Wang Victoria Bi Zhaopeng Tu Xiaojiang Liu Wai Lam Shuming Shi RALM 69 94 0 14 Sep 2018
Object Hallucination in Image Captioning Anna Rohrbach Lisa Anne Hendricks Kaylee Burns Trevor Darrell Kate Saenko 187 428 0 06 Sep 2018
Efficient Online Scalar Annotation with Bounded Support Keisuke Sakaguchi Benjamin Van Durme 48 45 0 04 Jun 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 148 3,726 0 21 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,159 0 20 Apr 2018
RankME: Reliable Human Ratings for Natural Language Generation Jekaterina Novikova Ondrej Dusek Verena Rieser ALM 45 109 0 15 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018
Texygen: A Benchmarking Platform for Text Generation Models Yaoming Zhu Sidi Lu Lei Zheng Jiaxian Guo Weinan Zhang Jun Wang Yong Yu 97 685 0 06 Feb 2018
Visual Interpretability for Deep Learning: a Survey Quanshi Zhang Song-Chun Zhu FaML HAI 142 820 0 02 Feb 2018
MaskGAN: Better Text Generation via Filling in the______ W. Fedus Ian Goodfellow Andrew M. Dai 82 470 0 23 Jan 2018
Variational Attention for Sequence-to-Sequence Models Hareesh Bahuleyan Lili Mou Olga Vechtomova Pascal Poupart DRL 72 117 0 21 Dec 2017
Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity Annotation S. Kiritchenko Saif M. Mohammad 52 182 0 05 Dec 2017
Building machines that adapt and compute like brains Brenden M. Lake J. Tenenbaum AI4CE FedML NAI AILaw 320 887 0 11 Nov 2017
CRF Autoencoder for Unsupervised Dependency Parsing Jiong Cai Yong Jiang Kewei Tu SSL 62 34 0 03 Aug 2017
The E2E Dataset: New Challenges For End-to-End Generation Jekaterina Novikova Ondrej Dusek Verena Rieser 92 459 0 28 Jun 2017
STAIR Captions: Constructing a Large-Scale Japanese Image Caption Dataset Yuya Yoshikawa Yutaro Shigeto A. Takeuchi 3DV 55 118 0 02 May 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 101 820 0 29 Mar 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 161 990 0 02 Mar 2017
Adversarial Evaluation of Dialogue Models Anjuli Kannan Oriol Vinyals AAML ALM 170 76 0 27 Jan 2017
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 122 594 0 27 Oct 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 283 1,335 0 05 Jun 2016
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues Iulian Serban Alessandro Sordoni Ryan J. Lowe Laurent Charlin Joelle Pineau Aaron Courville Yoshua Bengio BDL 136 1,106 0 19 May 2016
A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories N. Mostafazadeh Nathanael Chambers Xiaodong He Devi Parikh Dhruv Batra Lucy Vanderwende Pushmeet Kohli James F. Allen 129 711 0 06 Apr 2016
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 113 2,362 0 19 Nov 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 169 1,755 0 17 Jul 2015
Variational Recurrent Auto-Encoders Otto Fabius Joost R. van Amersfoort GAN BDL DRL 89 247 0 20 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 591 12,713 0 11 Dec 2014
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 147 1,706 0 15 Oct 2014
An Information Retrieval Approach to Short Text Conversation Zongcheng Ji Zhengdong Lu Hang Li 71 254 0 29 Aug 2014
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method Yoav Goldberg Omer Levy SSL 79 1,611 0 15 Feb 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,929 0 20 Dec 2013