The Curious Case of Neural Text Degeneration

22 April 2019

Yejin Choi

Papers citing "The Curious Case of Neural Text Degeneration"

32 / 782 papers shown

Title
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation Shaojie Jiang Thomas Wolf Christof Monz Maarten de Rijke 33 11 0 26 Mar 2020
Incremental Sampling Without Replacement for Sequence Models Kensen Shi David Bieber Charles Sutton VLM SyDa BDL 24 24 0 21 Feb 2020
Limits of Detecting Text Generated by Large-Scale Language Models Lav Varshney N. Keskar R. Socher DeLMO 21 18 0 09 Feb 2020
Consistency of a Recurrent Language Model With Respect to Incomplete Decoding Sean Welleck Ilia Kulikov Jaedeok Kim Richard Yuanzhe Pang Kyunghyun Cho 17 65 0 06 Feb 2020
Explaining Relationships Between Scientific Documents Kelvin Luu Xinyi Wu Rik Koncel-Kedziorski Kyle Lo Isabel Cachola Noah A. Smith 41 48 0 02 Feb 2020
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 42 924 0 27 Jan 2020
Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus Bang Liu Haojie Wei Di Niu Haolan Chen Yancheng He 25 92 0 27 Jan 2020
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation Jian Guan Fei Huang Zhihao Zhao Xiaoyan Zhu Minlie Huang LRM SyDa 27 242 0 15 Jan 2020
Zero-shot Text Classification With Generative Language Models Raul Puri Bryan Catanzaro VLM 24 102 0 10 Dec 2019
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 58 944 0 04 Dec 2019
End-to-End Trainable Non-Collaborative Dialog System Yu Li Kun Qian Weiyan Shi Zhou Yu 21 45 0 25 Nov 2019
Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context Yichi Zhang Zhijian Ou Zhou Yu 27 182 0 24 Nov 2019
Compressive Transformers for Long-Range Sequence Modelling Jack W. Rae Anna Potapenko Siddhant M. Jayakumar Timothy Lillicrap RALM VLM KELM 13 623 0 13 Nov 2019
Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training Margaret Li Stephen Roller Ilia Kulikov Sean Welleck Y-Lan Boureau Kyunghyun Cho Jason Weston 17 180 0 10 Nov 2019
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents Kurt Shuster Da Ju Stephen Roller Emily Dinan Y-Lan Boureau Jason Weston 32 81 0 09 Nov 2019
How Decoding Strategies Affect the Verifiability of Generated Text Luca Massarelli Fabio Petroni Aleksandra Piktus Myle Ott Tim Rocktaschel Vassilis Plachouras Fabrizio Silvestri Sebastian Riedel 23 50 0 09 Nov 2019
Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs Houyu Zhang Zhenghao Liu Chenyan Xiong Zhiyuan Liu 41 146 0 07 Nov 2019
Unsupervised Opinion Summarization as Copycat-Review Generation Arthur Brazinskas Mirella Lapata Ivan Titov 22 125 0 06 Nov 2019
Findings of the Third Workshop on Neural Generation and Translation Hiroaki Hayashi Yusuke Oda Alexandra Birch Ioannis Konstas A. Finch Minh-Thang Luong Graham Neubig Katsuhito Sudoh 30 30 0 29 Oct 2019
Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models Tianxing He Jun Liu Kyunghyun Cho Myle Ott Bing-Quan Liu James R. Glass Fuchun Peng CLL 35 9 0 16 Oct 2019
Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models Qingyang Wu Yichi Zhang Yu Li Zhou Yu VLM 22 63 0 09 Oct 2019
Do Massively Pretrained Language Models Make Better Storytellers? A. See Aneesh S. Pappu Rohun Saxena Akhila Yerukola Christopher D. Manning 45 166 0 24 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 57 1,237 0 11 Sep 2019
Compositional Generalization in Image Captioning Mitja Nikolaus Mostafa Abdou Matthew Lamm Rahul Aralikatte Desmond Elliott CoGe 27 49 0 10 Sep 2019
The Limitations of Stylometry for Detecting Machine-Generated Fake News Tal Schuster R. Schuster Darsh J. Shah Regina Barzilay DeLMO 27 126 0 26 Aug 2019
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems Paweł Budzianowski Ivan Vulić 22 308 0 12 Jul 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 55 1,000 0 29 May 2019
Training language GANs from Scratch Cyprien de Masson dÁutume Mihaela Rosca Jack W. Rae S. Mohamed GAN SyDa 9 87 0 23 May 2019
Language GANs Falling Short Massimo Caccia Lucas Caccia W. Fedus Hugo Larochelle Joelle Pineau Laurent Charlin 127 216 0 06 Nov 2018
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,209 0 12 Jun 2017
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 220 1,328 0 05 Jun 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015