Plug and Play Language Models: A Simple Approach to Controlled Text Generation

4 December 2019

Andrea Madotto

Papers citing "Plug and Play Language Models: A Simple Approach to Controlled Text Generation"

50 / 619 papers shown

Title
Towards Neural Programming Interfaces Zachary Brown Nathaniel R. Robinson David Wingate Nancy Fulda AI4CE 20 5 0 10 Dec 2020
Fact-Enhanced Synthetic News Generation Kai Shu Yichuan Li Kaize Ding Huan Liu 183 31 0 08 Dec 2020
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text Nishtha Madaan Inkit Padhi Naveen Panwar Diptikalyan Saha CML 44 98 0 08 Dec 2020
Facts2Story: Controlling Text Generation by Key Facts Eyal Orbach Yoav Goldberg 17 16 0 08 Dec 2020
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation Ruibo Liu Guangxuan Xu Chenyan Jia Weicheng Ma Lili Wang Soroush Vosoughi 23 107 0 05 Dec 2020
Facilitating the Communication of Politeness through Fine-Grained Paraphrasing Liye Fu Susan R. Fussell Cristian Danescu-Niculescu-Mizil 13 17 0 30 Nov 2020
Generating Intelligible Plumitifs Descriptions: Use Case Application with Ethical Considerations David Beauchemin Nicolas Garneau Eve Gaumond Pierre-Luc Déziel Richard Khoury Luc Lamontagne AILaw 25 9 0 24 Nov 2020
Conditioned Natural Language Generation using only Unconditioned Language Model: An Exploration Fan-Keng Sun Cheng-I Jeff Lai 28 17 0 14 Nov 2020
Adversarial Semantic Collisions Congzheng Song Alexander M. Rush Vitaly Shmatikov AAML 6 52 0 09 Nov 2020
Adapting a Language Model for Controlled Affective Text Generation Ishika Singh Ahsan Barkati Tushar Goswamy Ashutosh Modi 18 30 0 08 Nov 2020
Template Controllable keywords-to-text Generation Abhijit Mishra Md. Faisal Mahbub Chowdhury Sagar Manohar Dan Gutfreund Karthik Sankaranarayanan BDL 24 3 0 07 Nov 2020
Automatic Detection of Machine Generated Text: A Critical Survey Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 11 229 0 02 Nov 2020
Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach Ahmadreza Mosallanezhad Kai Shu Huan Liu 8 10 0 30 Oct 2020
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction Xinyao Ma Maarten Sap Hannah Rashkin Yejin Choi 38 73 0 26 Oct 2020
Text Editing by Command Felix Faltings Michel Galley Gerold Hintz Chris Brockett Chris Quirk Jianfeng Gao Bill Dolan KELM 147 37 0 24 Oct 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
Substance over Style: Document-Level Targeted Content Transfer Allison Hegel Sudha Rao Asli Celikyilmaz Bill Dolan BDL 15 1 0 16 Oct 2020
Positioning yourself in the maze of Neural Text Generation: A Task-Agnostic Survey Khyathi Raghavi Chandu A. Black 20 0 0 14 Oct 2020
Recipes for Safety in Open-domain Chatbots Jing Xu Da Ju Margaret Li Y-Lan Boureau Jason Weston Emily Dinan 24 230 0 14 Oct 2020
Modeling Protagonist Emotions for Emotion-Aware Storytelling Faeze Brahman Snigdha Chaturvedi 18 49 0 14 Oct 2020
With Little Power Comes Great Responsibility Dallas Card Peter Henderson Urvashi Khandelwal Robin Jia Kyle Mahowald Dan Jurafsky 230 115 0 13 Oct 2020
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning Lianhui Qin Vered Shwartz Peter West Chandra Bhagavatula Jena D. Hwang Ronan Le Bras Antoine Bosselut Yejin Choi OffRL LRM 16 79 0 12 Oct 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 24 236 0 12 Oct 2020
Adversarial Self-Supervised Data-Free Distillation for Text Classification Xinyin Ma Yongliang Shen Gongfan Fang Chen Chen Chenghao Jia Weiming Lu 27 24 0 10 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 23 279 0 09 Oct 2020
Plug-and-Play Conversational Models Andrea Madotto Etsuko Ishii Zhaojiang Lin Sumanth Dathathri Pascale Fung 25 51 0 09 Oct 2020
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling Parker Riley Noah Constant Mandy Guo Girish Kumar David C. Uthus Zarana Parekh 33 53 0 08 Oct 2020
Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions Bodhisattwa Prasad Majumder Harsh Jhamtani Taylor Berg-Kirkpatrick Julian McAuley 27 85 0 07 Oct 2020
Plug and Play Autoencoders for Conditional Text Generation Florian Mai Nikolaos Pappas Ivan Montero Noah A. Smith U. Washington 25 36 0 06 Oct 2020
StyleDGPT: Stylized Response Generation with Pre-trained Language Models Ze Yang Wei Wu Can Xu Xinnian Liang Jiaqi Bai Liran Wang Wei Wang Zhoujun Li VLM 19 25 0 06 Oct 2020
CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation Tianlu Wang Xuezhi Wang Yao Qin Ben Packer Kang Li Jilin Chen Alex Beutel Ed H. Chi SILM 35 82 0 05 Oct 2020
PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation Xinyu Hua Lu Wang 20 55 0 05 Oct 2020
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models Peng Xu M. Patwary M. Shoeybi Raul Puri Pascale Fung Anima Anandkumar Bryan Catanzaro 26 126 0 02 Oct 2020
Identifying Automatically Generated Headlines using Transformers Antonis Maronikolakis Hinrich Schütze Mark Stevenson 19 3 0 28 Sep 2020
Controllable Text Generation with Focused Variation Lei Shu Alexandros Papangelis Yi-Chia Wang Gokhan Tur Hu Xu Zhaleh Feizollahi Bing-Quan Liu Piero Molino 13 10 0 25 Sep 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 37 1,130 0 24 Sep 2020
Controlling Style in Generated Dialogue Eric Michael Smith Diana Gonzalez-Rico Emily Dinan Y-Lan Boureau AI4CE 36 50 0 22 Sep 2020
Composed Variational Natural Language Generation for Few-shot Intents Congying Xia Caiming Xiong Philip Yu R. Socher VLM DRL 21 31 0 21 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Chenyu You R. Socher Nazneen Rajani 56 389 0 14 Sep 2020
The Adapter-Bot: All-In-One Controllable Conversational Model Andrea Madotto Zhaojiang Lin Yejin Bang Pascale Fung 28 59 0 28 Aug 2020
ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation Ginevra Carbone Gabriele Sarti 26 9 0 25 Aug 2020
Discovering Useful Sentence Representations from Large Pretrained Language Models Nishant Subramani Nivedita Suresh 8 5 0 20 Aug 2020
Generative Models are Unsupervised Predictors of Page Quality: A Colossal-Scale Study Dara Bahri Yi Tay Che Zheng Donald Metzler Clifford Brunk Andrew Tomkins 18 8 0 17 Aug 2020
Computer-Generated Music for Tabletop Role-Playing Games Lucas N. Ferreira Levi H. S. Lelis E. Whitehead 32 41 0 16 Aug 2020
Trojaning Language Models for Fun and Profit Xinyang Zhang Zheng-Wei Zhang Shouling Ji Ting Wang SILM AAML 17 131 0 01 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 45 30 0 31 Jul 2020
Mirostat: A Neural Text Decoding Algorithm that Directly Controls Perplexity Sourya Basu Govardana Sachithanandam Ramachandran N. Keskar L. Varshney AAML 19 7 0 29 Jul 2020
Drinking from a Firehose: Continual Learning with Web-scale Natural Language Hexiang Hu Ozan Sener Fei Sha V. Koltun CLL 35 27 0 18 Jul 2020
Investigation of Sentiment Controllable Chatbot Hung-yi Lee Cheng-Hao Ho Chien-Fu Lin Chiung-Chih Chang Chih-Wei Lee Yau-Shian Wang Tsung-Yuan Hsu Kuan-Yu Chen 25 4 0 11 Jul 2020
Technical Report: Auxiliary Tuning and its Application to Conditional Text Generation Yoel Zeldes Dan Padnos Or Sharir Barak Peleg 23 19 0 30 Jun 2020