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CTRL: A Conditional Transformer Language Model for Controllable
  Generation
v1v2 (latest)

CTRL: A Conditional Transformer Language Model for Controllable Generation

11 September 2019
N. Keskar
Bryan McCann
Lav Varshney
Caiming Xiong
R. Socher
    AI4CE
ArXiv (abs)PDFHTMLGithub (1885★)

Papers citing "CTRL: A Conditional Transformer Language Model for Controllable Generation"

50 / 807 papers shown
Template Guided Text Generation for Task-Oriented Dialogue
Template Guided Text Generation for Task-Oriented Dialogue
Mihir Kale
Abhinav Rastogi
223
12
0
30 Apr 2020
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State
  Tracking
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State TrackingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Hannah Rashkin
Asli Celikyilmaz
Yejin Choi
Jianfeng Gao
150
165
0
30 Apr 2020
You are right. I am ALARMED -- But by Climate Change Counter Movement
You are right. I am ALARMED -- But by Climate Change Counter Movement
Shraey Bhatia
Jey Han Lau
Timothy Baldwin
AI4CE
100
7
0
30 Apr 2020
Conditional Augmentation for Aspect Term Extraction via Masked
  Sequence-to-Sequence Generation
Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Kun Li
Chengbo Chen
Xiaojun Quan
Qing Ling
Yan Song
193
106
0
30 Apr 2020
Self-Supervised and Controlled Multi-Document Opinion Summarization
Self-Supervised and Controlled Multi-Document Opinion SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Hady ElSahar
Maximin Coavoux
Matthias Gallé
Jos Rozen
127
51
0
30 Apr 2020
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks
Tasnim Mohiuddin
Prathyusha Jwalapuram
Xiang Lin
Shafiq Joty
OffRL
148
7
0
30 Apr 2020
Improved Natural Language Generation via Loss Truncation
Improved Natural Language Generation via Loss TruncationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Daniel Kang
Tatsunori Hashimoto
257
102
0
30 Apr 2020
Conditional Neural Generation using Sub-Aspect Functions for Extractive
  News Summarization
Conditional Neural Generation using Sub-Aspect Functions for Extractive News SummarizationFindings (Findings), 2020
Zhengyuan Liu
Ke Shi
Nancy F. Chen
216
8
0
29 Apr 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with
  Graph Module Network
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module NetworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Wanjun Zhong
Duyu Tang
Zhangyin Feng
Nan Duan
Ming Zhou
Ming Gong
Linjun Shou
Daxin Jiang
Jiahai Wang
Jian Yin
GNN
261
60
0
28 Apr 2020
Recipes for building an open-domain chatbot
Recipes for building an open-domain chatbotConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Stephen Roller
Emily Dinan
Naman Goyal
Da Ju
Mary Williamson
...
Myle Ott
Kurt Shuster
Eric Michael Smith
Y-Lan Boureau
Jason Weston
ALM
521
1,085
0
28 Apr 2020
Experience Grounds Language
Experience Grounds Language
Yonatan Bisk
Ari Holtzman
Jesse Thomason
Jacob Andreas
Yoshua Bengio
...
Angeliki Lazaridou
Jonathan May
Aleksandr Nisnevich
Nicolas Pinto
Joseph P. Turian
503
403
0
21 Apr 2020
Keyphrase Generation with Cross-Document Attention
Shizhe Diao
Yan Song
Tong Zhang
183
8
0
21 Apr 2020
Can You Put it All Together: Evaluating Conversational Agents' Ability
  to Blend Skills
Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend SkillsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Eric Michael Smith
Mary Williamson
Kurt Shuster
Jason Weston
Y-Lan Boureau
233
234
0
17 Apr 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented
  Dialogue
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Chien-Sheng Wu
Guosheng Lin
R. Socher
Caiming Xiong
341
337
0
15 Apr 2020
Reverse Engineering Configurations of Neural Text Generation Models
Reverse Engineering Configurations of Neural Text Generation ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Yi Tay
Dara Bahri
Che Zheng
Clifford Brunk
Donald Metzler
Andrew Tomkins
DeLMO
136
34
0
13 Apr 2020
Explaining Question Answering Models through Text Generation
Explaining Question Answering Models through Text Generation
Veronica Latcinnik
Jonathan Berant
LRM
240
53
0
12 Apr 2020
Residual Energy-Based Models for Text
Residual Energy-Based Models for Text
A. Bakhtin
Yuntian Deng
Sam Gross
Myle Ott
MarcÁurelio Ranzato
Arthur Szlam
195
13
0
06 Apr 2020
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent SpaceConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Chunyuan Li
Xiang Gao
Yuan Li
Baolin Peng
Xiujun Li
Yizhe Zhang
Jianfeng Gao
SSLDRL
466
194
0
05 Apr 2020
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance
  Generation
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation
Shaojie Jiang
Thomas Wolf
Christof Monz
Maarten de Rijke
155
14
0
26 Mar 2020
Pre-trained Models for Natural Language Processing: A Survey
Pre-trained Models for Natural Language Processing: A SurveyScience China Technological Sciences (Sci China Technol Sci), 2020
Xipeng Qiu
Tianxiang Sun
Yige Xu
Yunfan Shao
Ning Dai
Xuanjing Huang
LM&MAVLM
1.1K
1,623
0
18 Mar 2020
A Survey on Contextual Embeddings
A Survey on Contextual Embeddings
Qi Liu
Matt J. Kusner
Phil Blunsom
446
169
0
16 Mar 2020
"An Image is Worth a Thousand Features": Scalable Product
  Representations for In-Session Type-Ahead Personalization
"An Image is Worth a Thousand Features": Scalable Product Representations for In-Session Type-Ahead PersonalizationThe Web Conference (WWW), 2020
Bingqing Yu
Jacopo Tagliabue
C. Greco
Federico Bianchi
257
10
0
11 Mar 2020
ProGen: Language Modeling for Protein Generation
ProGen: Language Modeling for Protein GenerationbioRxiv (bioRxiv), 2020
Ali Madani
Bryan McCann
Nikhil Naik
N. Keskar
N. Anand
Raphael R. Eguchi
Po-Ssu Huang
R. Socher
219
317
0
08 Mar 2020
Style Example-Guided Text Generation using Generative Adversarial
  Transformers
Style Example-Guided Text Generation using Generative Adversarial Transformers
Kuo-Hao Zeng
Mohammad Shoeybi
Ming-Yuan Liu
GAN
162
19
0
02 Mar 2020
Say As You Wish: Fine-grained Control of Image Caption Generation with
  Abstract Scene Graphs
Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene GraphsComputer Vision and Pattern Recognition (CVPR), 2020
Shizhe Chen
Qin Jin
Peng Wang
Qi Wu
DiffM
333
238
0
01 Mar 2020
Few-shot Natural Language Generation for Task-Oriented Dialog
Few-shot Natural Language Generation for Task-Oriented DialogFindings (Findings), 2020
Baolin Peng
Chenguang Zhu
Chunyuan Li
Xiujun Li
Jinchao Li
Michael Zeng
Jianfeng Gao
221
206
0
27 Feb 2020
On Feature Normalization and Data Augmentation
On Feature Normalization and Data AugmentationComputer Vision and Pattern Recognition (CVPR), 2020
Boyi Li
Felix Wu
Ser-Nam Lim
Serge J. Belongie
Kilian Q. Weinberger
229
154
0
25 Feb 2020
Training Question Answering Models From Synthetic Data
Training Question Answering Models From Synthetic DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Raul Puri
Ryan Spring
M. Patwary
Mohammad Shoeybi
Bryan Catanzaro
ELM
195
168
0
22 Feb 2020
CBAG: Conditional Biomedical Abstract Generation
CBAG: Conditional Biomedical Abstract GenerationPLoS ONE (PLOS ONE), 2020
Justin Sybrandt
Ilya Safro
MedImAI4CE
146
10
0
13 Feb 2020
The Rumour Mill: Making the Spread of Misinformation Explicit and
  Tangible
The Rumour Mill: Making the Spread of Misinformation Explicit and Tangible
Nanna Inie
Jeanette Falk Olesen
Leon Derczynski
DeLMO
153
7
0
11 Feb 2020
Limits of Detecting Text Generated by Large-Scale Language Models
Limits of Detecting Text Generated by Large-Scale Language ModelsInformation Theory and Applications Workshop (ITA), 2020
Lav Varshney
N. Keskar
R. Socher
DeLMO
152
23
0
09 Feb 2020
Blank Language Models
Blank Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
T. Shen
Victor Quach
Regina Barzilay
Tommi Jaakkola
479
75
0
08 Feb 2020
Pop Music Transformer: Beat-based Modeling and Generation of Expressive
  Pop Piano Compositions
Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions
Yu-Siang Huang
Yi-Hsuan Yang
ViT
228
39
0
01 Feb 2020
Bringing Stories Alive: Generating Interactive Fiction Worlds
Bringing Stories Alive: Generating Interactive Fiction WorldsArtificial Intelligence and Interactive Digital Entertainment Conference (AIIDE), 2020
Prithviraj Ammanabrolu
W. Cheung
Dan Tu
William Broniec
Mark O. Riedl
218
55
0
28 Jan 2020
Towards a Human-like Open-Domain Chatbot
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
557
993
0
27 Jan 2020
Reducing Non-Normative Text Generation from Language Models
Reducing Non-Normative Text Generation from Language Models
Xiangyu Peng
Siyan Li
Spencer Frazier
Mark O. Riedl
190
8
0
23 Jan 2020
Multilingual Denoising Pre-training for Neural Machine Translation
Multilingual Denoising Pre-training for Neural Machine TranslationTransactions of the Association for Computational Linguistics (TACL), 2020
Yinhan Liu
Jiatao Gu
Naman Goyal
Xian Li
Sergey Edunov
Marjan Ghazvininejad
M. Lewis
Luke Zettlemoyer
AI4CEAIMat
893
1,982
0
22 Jan 2020
PatentTransformer-2: Controlling Patent Text Generation by Structural
  Metadata
PatentTransformer-2: Controlling Patent Text Generation by Structural Metadata
Jieh-Sheng Lee
J. Hsiang
130
10
0
11 Jan 2020
Mining Disinformation and Fake News: Concepts, Methods, and Recent
  Advancements
Mining Disinformation and Fake News: Concepts, Methods, and Recent AdvancementsLecture Notes in Social Networks (LNSN), 2020
Kai Shu
Suhang Wang
Dongwon Lee
Huan Liu
125
96
0
02 Jan 2020
The Offense-Defense Balance of Scientific Knowledge: Does Publishing AI
  Research Reduce Misuse?
The Offense-Defense Balance of Scientific Knowledge: Does Publishing AI Research Reduce Misuse?AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2019
Toby Shevlane
Allan Dafoe
133
32
0
27 Dec 2019
Personalized Patent Claim Generation and Measurement
Personalized Patent Claim Generation and Measurement
Jieh-Sheng Lee
182
4
0
07 Dec 2019
Plug and Play Language Models: A Simple Approach to Controlled Text
  Generation
Plug and Play Language Models: A Simple Approach to Controlled Text GenerationInternational Conference on Learning Representations (ICLR), 2019
Sumanth Dathathri
Andrea Madotto
Janice Lan
Jane Hung
Eric Frank
Piero Molino
J. Yosinski
Rosanne Liu
KELM
417
1,090
0
04 Dec 2019
Classification as Decoder: Trading Flexibility for Control in Medical
  Dialogue
Classification as Decoder: Trading Flexibility for Control in Medical Dialogue
Sam Shleifer
Manish Chablani
A. Kannan
Namit Katariya
X. Amatriain
BDLMedIm
114
0
0
16 Nov 2019
Zero-Shot Fine-Grained Style Transfer: Leveraging Distributed Continuous
  Style Representations to Transfer To Unseen Styles
Zero-Shot Fine-Grained Style Transfer: Leveraging Distributed Continuous Style Representations to Transfer To Unseen Styles
Eric Michael Smith
Diana Gonzalez-Rico
Emily Dinan
Y-Lan Boureau
238
11
0
10 Nov 2019
INSET: Sentence Infilling with INter-SEntential Transformer
INSET: Sentence Infilling with INter-SEntential Transformer
Yichen Huang
Yizhe Zhang
Oussama Elachqar
Yu Cheng
248
1
0
10 Nov 2019
Social Bias Frames: Reasoning about Social and Power Implications of
  Language
Social Bias Frames: Reasoning about Social and Power Implications of LanguageAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Maarten Sap
Saadia Gabriel
Lianhui Qin
Dan Jurafsky
Noah A. Smith
Yejin Choi
350
565
0
10 Nov 2019
Pre-train and Plug-in: Flexible Conditional Text Generation with
  Variational Auto-Encoders
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-EncodersAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Yu Duan
Canwen Xu
Jiaxin Pei
Jialong Han
Chenliang Li
533
45
0
10 Nov 2019
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded
  Conversational Agents
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational AgentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Kurt Shuster
Da Ju
Stephen Roller
Emily Dinan
Y-Lan Boureau
Jason Weston
261
84
0
09 Nov 2019
How Decoding Strategies Affect the Verifiability of Generated Text
How Decoding Strategies Affect the Verifiability of Generated TextFindings (Findings), 2019
Luca Massarelli
Fabio Petroni
Aleksandra Piktus
Myle Ott
Tim Rocktaschel
Vassilis Plachouras
Fabrizio Silvestri
Sebastian Riedel
484
57
0
09 Nov 2019
Emergent Properties of Finetuned Language Representation Models
Emergent Properties of Finetuned Language Representation Models
Alexandre Matton
Luke de Oliveira
SSL
94
2
0
23 Oct 2019
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