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 Universality in Multilingual Text Rewriting Xavier Garcia Noah Constant Mandy Guo Orhan Firat LRM 33 10 0 30 Jul 2021
Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation Yufei Wang Can Xu Huang Hu Chongyang Tao Stephen Wan Mark Dras Mark Johnson Daxin Jiang 19 10 0 27 Jul 2021
Tailor: Generating and Perturbing Text with Semantic Controls Alexis Ross Tongshuang Wu Hao Peng Matthew E. Peters Matt Gardner 136 77 0 15 Jul 2021
Inspiration through Observation: Demonstrating the Influence of Automatically Generated Text on Creative Writing Melissa Roemmele 6 23 0 08 Jul 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 43 105 0 07 Jul 2021
Deep Extrapolation for Attribute-Enhanced Generation Alvin Chan Ali Madani Ben Krause Nikhil Naik 24 24 0 07 Jul 2021
Towards Understanding and Mitigating Social Biases in Language Models Paul Pu Liang Chiyu Wu Louis-Philippe Morency Ruslan Salakhutdinov 36 380 0 24 Jun 2021
Multi-Pair Text Style Transfer on Unbalanced Data Xing Han J. Lundin 30 0 0 20 Jun 2021
Unsupervised Enrichment of Persona-grounded Dialog with Background Stories Bodhisattwa Prasad Majumder Taylor Berg-Kirkpatrick Julian McAuley Harsh Jhamtani 16 19 0 15 Jun 2021
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data Han Guo Bowen Tan Zhengzhong Liu Eric P. Xing Zhiting Hu OffRL 33 33 0 14 Jun 2021
Zero-Shot Controlled Generation with Encoder-Decoder Transformers Devamanyu Hazarika Mahdi Namazifar Dilek Z. Hakkani-Tür AI4CE 39 6 0 11 Jun 2021
Fingerprinting Fine-tuned Language Models in the Wild Nirav Diwan Tanmoy Chakraborty Zubair Shafiq DeLMO 6 12 0 03 Jun 2021
Decision Transformer: Reinforcement Learning via Sequence Modeling Lili Chen Kevin Lu Aravind Rajeswaran Kimin Lee Aditya Grover Michael Laskin Pieter Abbeel A. Srinivas Igor Mordatch OffRL 37 1,562 0 02 Jun 2021
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection Lixing Zhu Gabriele Pergola Lin Gui Deyu Zhou Yulan He 43 145 0 02 Jun 2021
DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts Alisa Liu Maarten Sap Ximing Lu Swabha Swayamdipta Chandra Bhagavatula Noah A. Smith Yejin Choi MU 26 357 0 07 May 2021
Hidden Backdoors in Human-Centric Language Models Shaofeng Li Hui Liu Tian Dong Benjamin Zi Hao Zhao Minhui Xue Haojin Zhu Jialiang Lu SILM 35 147 0 01 May 2021
Mitigating Political Bias in Language Models Through Reinforced Calibration Ruibo Liu Chenyan Jia Jason W. Wei Guangxuan Xu Lili Wang Soroush Vosoughi 25 98 0 30 Apr 2021
Natural Language Generation Using Link Grammar for General Conversational Intelligence Vignav Ramesh Anton Kolonin 16 2 0 19 Apr 2021
IGA : An Intent-Guided Authoring Assistant Simeng Sun Wenlong Zhao Varun Manjunatha R. Jain Vlad I. Morariu Franck Dernoncourt Balaji Vasan Srinivasan Mohit Iyyer 16 17 0 14 Apr 2021
Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge Bodhisattwa Prasad Majumder Sudha Rao Michel Galley Julian McAuley 11 48 0 14 Apr 2021
Detoxifying Language Models Risks Marginalizing Minority Voices Albert Xu Eshaan Pathak Eric Wallace Suchin Gururangan Maarten Sap Dan Klein 24 121 0 13 Apr 2021
FUDGE: Controlled Text Generation With Future Discriminators Kevin Kaichuang Yang Dan Klein 21 313 0 12 Apr 2021
Creativity and Machine Learning: A Survey Giorgio Franceschelli Mirco Musolesi VLM AI4CE 34 40 0 06 Apr 2021
Inference Time Style Control for Summarization Shuyang Cao Lu Wang AI4TS 24 15 0 05 Apr 2021
Nine Potential Pitfalls when Designing Human-AI Co-Creative Systems Daniel Buschek Lukas Mecke Florian Lehmann Hai Dang 13 42 0 01 Apr 2021
Mitigating Media Bias through Neutral Article Generation Nayeon Lee Yejin Bang Andrea Madotto Pascale Fung 16 7 0 01 Apr 2021
Symbolic Music Generation with Diffusion Models Gautam Mittal Jesse Engel Curtis Hawthorne Ian Simon MGen DiffM 57 189 0 30 Mar 2021
Changing the Mind of Transformers for Topically-Controllable Language Generation Haw-Shiuan Chang Jiaming Yuan Mohit Iyyer Andrew McCallum 25 9 0 29 Mar 2021
Plug-and-Blend: A Framework for Controllable Story Generation with Blended Control Codes Zhiyu Lin Mark O. Riedl 32 31 0 23 Mar 2021
Attribute Alignment: Controlling Text Generation from Pre-trained Language Models Dian Yu Zhou Yu Kenji Sagae 18 37 0 20 Mar 2021
Play the Shannon Game With Language Models: A Human-Free Approach to Summary Evaluation Nicholas Egan Oleg V. Vasilyev John Bohannon HILM 13 18 0 19 Mar 2021
ENCONTER: Entity Constrained Progressive Sequence Generation via Insertion-based Transformer Lee-Hsun Hsieh Yang-Yin Lee Ee-Peng Lim 25 2 0 17 Mar 2021
InFillmore: Frame-Guided Language Generation with Bidirectional Context Jiefu Ou Nathaniel Weir Anton Belyy Felix X. Yu Benjamin Van Durme 29 5 0 08 Mar 2021
Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do P. Schramowski Cigdem Turan Nico Andersen Constantin Rothkopf Kristian Kersting 33 281 0 08 Mar 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 259 374 0 28 Feb 2021
Towards Personalised and Document-level Machine Translation of Dialogue S. Vincent 16 4 0 11 Feb 2021
Generating Synthetic Text Data to Evaluate Causal Inference Methods Zach Wood-Doughty I. Shpitser Mark Dredze SyDa CML 20 11 0 10 Feb 2021
Civil Rephrases Of Toxic Texts With Self-Supervised Transformers Leo Laugier John Pavlopoulos Jeffrey Scott Sorensen Lucas Dixon 16 47 0 01 Feb 2021
Belief-based Generation of Argumentative Claims Milad Alshomary Wei-Fan Chen Timon Ziegenbein Henning Wachsmuth 116 24 0 24 Jan 2021
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach Ashish Sharma Inna Wanyin Lin Adam S. Miner David C. Atkins Tim Althoff AI4MH 25 139 0 19 Jan 2021
Transformer-based Conditional Variational Autoencoder for Controllable Story Generation Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen DRL 49 59 0 04 Jan 2021
Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen 35 12 0 04 Jan 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models Tongshuang Wu Marco Tulio Ribeiro Jeffrey Heer Daniel S. Weld 41 240 0 01 Jan 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 20 4,088 0 01 Jan 2021
Graphmax for Text Generation Bin Liu Guosheng Yin 22 1 0 01 Jan 2021
Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation Damian Pascual Béni Egressy Florian Bolli Roger Wattenhofer 25 19 0 31 Dec 2020
A Distributional Approach to Controlled Text Generation Muhammad Khalifa Hady ElSahar Marc Dymetman 23 117 0 21 Dec 2020
Breaking Writer's Block: Low-cost Fine-tuning of Natural Language Generation Models Alexandre Duval Thomas Lamson Gael de Leseleuc de Kerouara Matthias Gallé 16 0 0 19 Dec 2020
Writing Polishment with Simile: Task, Dataset and A Neural Approach Jiayi Zhang Zhi Cui Xiaoqiang Xia Yalong Guo Yanran Li Chen Wei Jianwei Cui 20 17 0 15 Dec 2020
AffectON: Incorporating Affect Into Dialog Generation Zana Buçinca Y. Yemez E. Erzin T. Metin Sezgin 14 3 0 12 Dec 2020