Trading Off Diversity and Quality in Natural Language Generation

22 April 2020

Papers citing "Trading Off Diversity and Quality in Natural Language Generation"

28 / 28 papers shown

Title
TF1-EN-3M: Three Million Synthetic Moral Fables for Training Small, Open Language Models Mihai Nadas Laura Diosan Andrei Piscoran Andreea Tomescu VGen 113 0 0 29 Apr 2025
Diverse Preference Optimization Jack Lanchantin Angelica Chen Shehzaad Dhuliawala Ping Yu Jason Weston Sainbayar Sukhbaatar Ilia Kulikov 198 4 0 30 Jan 2025
Towards a Human-like Open-Domain Chatbot Daniel De Freitas Minh-Thang Luong David R. So Jamie Hall Noah Fiedel ... Zi Yang Apoorv Kulshreshtha Gaurav Nemade Yifeng Lu Quoc V. Le 114 938 0 27 Jan 2020
Automatic Detection of Generated Text is Easiest when Humans are Fooled Daphne Ippolito Daniel Duckworth Chris Callison-Burch Douglas Eck DeLMO 92 362 0 02 Nov 2019
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 189 1,527 0 01 Nov 2019
On NMT Search Errors and Model Errors: Cat Got Your Tongue? Felix Stahlberg Bill Byrne LRM 85 154 0 27 Aug 2019
Neural Text Generation with Unlikelihood Training Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Kyunghyun Cho Jason Weston MU 52 582 0 12 Aug 2019
Comparison of Diverse Decoding Methods from Conditional Language Models Daphne Ippolito Reno Kriz M. Kustikova João Sedoc Chris Callison-Burch AI4CE 74 114 0 14 Jun 2019
Training language GANs from Scratch Cyprien de Masson dÁutume Mihaela Rosca Jack W. Rae S. Mohamed GAN SyDa 60 87 0 23 May 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 199 3,210 0 22 Apr 2019
Unifying Human and Statistical Evaluation for Natural Language Generation Tatsunori B. Hashimoto Hugh Zhang Percy Liang 80 224 0 04 Apr 2019
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification Reno Kriz João Sedoc Marianna Apidianaki Carolina Zheng G. Kumar E. Miltsakaki Chris Callison-Burch 49 67 0 04 Apr 2019
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization Yizhe Zhang Michel Galley Jianfeng Gao Zhe Gan Xiujun Li Chris Brockett W. Dolan 75 301 0 16 Sep 2018
Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation Yilin Yang Liang Huang Mingbo Ma 60 92 0 28 Aug 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 183 1,626 0 13 May 2018
Analyzing Uncertainty in Neural Machine Translation Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato UQLM 108 275 0 28 Feb 2018
DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text Jingjing Xu Xuancheng Ren Junyang Lin Xu Sun 54 144 0 05 Feb 2018
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 373 1,225 0 12 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 730 132,363 0 12 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 171 3,288 0 08 May 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 174 4,827 0 26 Jan 2017
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models Ashwin K. Vijayakumar Michael Cogswell Ramprasaath R. Selvaraju Q. Sun Stefan Lee David J. Crandall Dhruv Batra 89 555 0 07 Oct 2016
Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 111 854 0 21 Sep 2016
Mutual Information and Diverse Decoding Improve Neural Machine Translation Jiwei Li Dan Jurafsky 71 120 0 04 Jan 2016
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 145 2,401 0 11 Oct 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 440 20,584 0 10 Sep 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 274 12,456 0 24 Jun 2012