A Plug-and-Play Method for Controlled Text Generation

20 September 2021

Roger Wattenhofer

Papers citing "A Plug-and-Play Method for Controlled Text Generation"

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Title
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 34 2 0 17 Apr 2025
FLIP Reasoning Challenge Andreas Plesner Turlan Kuzhagaliyev Roger Wattenhofer AAML VLM LRM 83 0 0 16 Apr 2025
Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding Maria Mihaela Trusca Liesbeth Allein 52 0 0 11 Mar 2025
Portable Reward Tuning: Towards Reusable Fine-Tuning across Different Pretrained Models Daiki Chijiwa Taku Hasegawa Kyosuke Nishida Kuniko Saito Susumu Takeuchi 47 0 0 18 Feb 2025
A Lightweight Multi Aspect Controlled Text Generation Solution For Large Language Models Chenyang Zhang Jiayi Lin Haibo Tong Bingxuan Hou Dongyu Zhang Jialin Li Junli Wang 31 0 0 18 Oct 2024
Large Language Models can be Strong Self-Detoxifiers Ching-Yun Ko Pin-Yu Chen Payel Das Youssef Mroueh Soham Dan Georgios Kollias Subhajit Chaudhury Tejaswini Pedapati Luca Daniel 34 2 0 04 Oct 2024
The Art of Storytelling: Multi-Agent Generative AI for Dynamic Multimodal Narratives Samee Arif Taimoor Arif Muhammad Saad Haroon Aamina Jamal Khan Agha Ali Raza Awais Athar 34 0 0 17 Sep 2024
FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation Zijian Feng Hanzhang Zhou Zixiao Zhu Kezhi Mao 39 1 0 14 Jun 2024
Continuous Language Model Interpolation for Dynamic and Controllable Text Generation Sara Kangaslahti David Alvarez-Melis KELM 34 0 0 10 Apr 2024
ProSwitch: Knowledge-Guided Instruction Tuning to Generate Professional and Non-Professional Styled Text Chang Zong Yuyan Chen Weiming Lu Jian Shao Yueting Zhuang 32 1 0 14 Mar 2024
DECIDER: A Dual-System Rule-Controllable Decoding Framework for Language Generation Chen Xu Tian Lan Changlong Yu Wei Wang Jun Gao ... Qunxi Dong Kun Qian Piji Li Wei Bi Bin Hu 50 0 0 04 Mar 2024
Quantized Embedding Vectors for Controllable Diffusion Language Models Cheng Kang Xinye Chen Yong Hu Daniel Novak 31 0 0 15 Feb 2024
Harnessing the Plug-and-Play Controller by Prompting Hao Wang Lei Sha 21 3 0 06 Feb 2024
Two Heads Are Better Than One: Integrating Knowledge from Knowledge Graphs and Large Language Models for Entity Alignment Linyao Yang Hongyang Chen Tianlin Li Jing Yang Fei-Yue Wang Han Liu 25 4 0 30 Jan 2024
Gradient-Based Language Model Red Teaming Nevan Wichers Carson E. Denison Ahmad Beirami 19 25 0 30 Jan 2024
P^3SUM: Preserving Author's Perspective in News Summarization with Diffusion Language Models Yuhan Liu Shangbin Feng Xiaochuang Han Vidhisha Balachandran Chan Young Park Sachin Kumar Yulia Tsvetkov DiffM 44 2 0 16 Nov 2023
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules Chaojun Xiao Yuqi Luo Wenbin Zhang Pengle Zhang Xu Han ... Zhengyan Zhang Ruobing Xie Zhiyuan Liu Maosong Sun Jie Zhou 30 0 0 24 Oct 2023
Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model H. Deng Colin Raffel 35 38 0 14 Oct 2023
Text-Only Training for Visual Storytelling Yuechen Wang Wen-gang Zhou Zhenbo Lu Houqiang Li DiffM 28 2 0 17 Aug 2023
Emotion-Conditioned Text Generation through Automatic Prompt Optimization Yarik Menchaca Resendiz Roman Klinger 24 5 0 09 Aug 2023
ZeroGen: Zero-shot Multimodal Controllable Text Generation with Multiple Oracles Haoqin Tu Bowen Yang Xianfeng Zhao 19 6 0 29 Jun 2023
Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio Allen Roush Sanjay Basu Akshay Moorthy Dmitry Dubovoy 18 7 0 28 Jun 2023
Speaking the Language of Your Listener: Audience-Aware Adaptation via Plug-and-Play Theory of Mind Ece Takmaz Nicolo' Brandizzi Mario Giulianelli Sandro Pezzelle Raquel Fernández 32 5 0 31 May 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Bo Zhao Maosong Sun KELM 27 5 0 28 May 2023
Label Agnostic Pre-training for Zero-shot Text Classification Christopher Clarke Yuzhao Heng Yiping Kang K. Flautner Lingjia Tang Jason Mars VLM 13 2 0 25 May 2023
Cascaded Beam Search: Plug-and-Play Terminology-Forcing For Neural Machine Translation Frédéric Odermatt Béni Egressy Roger Wattenhofer 9 0 0 23 May 2023
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing Hao Yan Saurabh Srivastava Yintao Tai Sida I. Wang Wen-tau Yih Ziyu Yao 32 17 0 14 May 2023
Controllable Mixed-Initiative Dialogue Generation through Prompting Maximillian Chen Xiao Yu Weiyan Shi Urvi Awasthi Zhou Yu 26 23 0 06 May 2023
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation Nico Daheim Nouha Dziri Mrinmaya Sachan Iryna Gurevych E. Ponti MoMe 34 30 0 30 Mar 2023
Mixture of Soft Prompts for Controllable Data Generation Derek Chen Celine Lee Yunan Lu Domenic Rosati Zhou Yu 117 22 0 02 Mar 2023
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 20 17 0 09 Dec 2022
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning Yu Meng Martin Michalski Jiaxin Huang Yu Zhang Tarek F. Abdelzaher Jiawei Han VLM 56 47 0 06 Nov 2022
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han Sachin Kumar Yulia Tsvetkov 35 79 0 31 Oct 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 77 85 0 14 Oct 2022
PCFG-based Natural Language Interface Improves Generalization for Controlled Text Generation Jingyu Zhang James R. Glass Tianxing He 20 2 0 14 Oct 2022
DICTDIS: Dictionary Constrained Disambiguation for Improved NMT Ayush Maheshwari Piyush Sharma P. Jyothi Ganesh Ramakrishnan 33 3 0 13 Oct 2022
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation Seongmin Hong Seungjae Moon Junsoo Kim Sungjae Lee Minsub Kim Dongsoo Lee Joo-Young Kim 72 76 0 22 Sep 2022
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation Cyril Chhun Pierre Colombo Chloé Clavel Fabian M. Suchanek 53 50 0 24 Aug 2022
Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods Tatiana Passali Grigorios Tsoumakas 26 0 0 09 Jun 2022
Gradient-Based Constrained Sampling from Language Models Sachin Kumar Biswajit Paria Yulia Tsvetkov BDL 30 53 0 25 May 2022
"What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question Generation Lingyu Gao Debanjan Ghosh Kevin Gimpel 29 11 0 17 May 2022
Efficient and Training-Free Control of Language Generation Shangda Wu Maosong Sun 18 1 0 12 May 2022
Uniform Complexity for Text Generation Joseph Marvin Imperial Harish Tayyar Madabushi 16 3 0 11 Apr 2022
Integrating Vectorized Lexical Constraints for Neural Machine Translation Shuo Wang Zhixing Tan Yang Liu 19 11 0 23 Mar 2022
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Yu Meng Jiaxin Huang Yu Zhang Jiawei Han SyDa 32 228 0 09 Feb 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 52 214 0 14 Jan 2022
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 36 127 0 14 Jan 2022
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 298 1,610 0 18 Sep 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 281 31,267 0 16 Jan 2013