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
S-STE: Continuous Pruning Function for Efficient 2:4 Sparse Pre-training Yuezhou Hu Jun-Jie Zhu Jianfei Chen 40 0 0 13 Sep 2024
Variational Search Distributions Daniel M. Steinberg Rafael Oliveira Cheng Soon Ong Edwin V. Bonilla 33 0 0 10 Sep 2024
LLM-based multi-agent poetry generation in non-cooperative environments Ran Zhang Steffen Eger LLMAG 37 5 0 05 Sep 2024
CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models Rui Zeng Xi Chen Yuwen Pu Xuhong Zhang Tianyu Du Shouling Ji 41 2 0 02 Sep 2024
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding Xiner Li Yulai Zhao Chenyu Wang Gabriele Scalia Gökçen Eraslan Surag Nair Tommaso Biancalani Aviv Regev Sergey Levine Masatoshi Uehara 57 23 0 15 Aug 2024
Diffusion Guided Language Modeling Justin Lovelace Varsha Kishore Yiwei Chen Kilian Q. Weinberger 44 6 0 08 Aug 2024
Hide and Seek: Fingerprinting Large Language Models with Evolutionary Learning Dmitri Iourovitski Sanat Sharma Rakshak Talwar 34 3 0 06 Aug 2024
Jailbreaking Text-to-Image Models with LLM-Based Agents Yingkai Dong Zheng Li Xiangtao Meng Ning Yu Shanqing Guo LLMAG 45 13 0 01 Aug 2024
Can LLMs "Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation Ziya Zhou Yuhang Wu Zhiyue Wu Xinyue Zhang Ruibin Yuan Yi Ma Lu Wang Emmanouil Benetos Wei Xue Yi-Ting Guo LRM 53 2 0 31 Jul 2024
Towards Aligning Language Models with Textual Feedback Sauc Abadal Lloret S. Dhuliawala K. Murugesan Mrinmaya Sachan VLM 46 1 0 24 Jul 2024
Text Style Transfer: An Introductory Overview Sourabrata Mukherjee Ondrej Dusek VLM 40 4 0 20 Jul 2024
FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking Zhuoer Wang Leonardo F. R. Ribeiro Alexandros Papangelis Rohan Mukherjee Tzu-Yen Wang Xinyan Zhao Arijit Biswas James Caverlee A. Metallinou 44 0 0 18 Jul 2024
Controllable Contextualized Image Captioning: Directing the Visual Narrative through User-Defined Highlights Shunqi Mao Chaoyi Zhang Hang Su Hwanjun Song Igor Shalyminov Weidong Cai 39 1 0 16 Jul 2024
AutoGRAMS: Autonomous Graphical Agent Modeling Software Ben Krause Lucia Chen Emmanuel Kahembwe 42 1 0 14 Jul 2024
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 40 2 0 12 Jul 2024
Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps Yung-Sung Chuang Linlu Qiu Cheng-Yu Hsieh Ranjay Krishna Yoon Kim James R. Glass HILM 18 35 0 09 Jul 2024
PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation Yinghua Yao Yuangang Pan Jing Li Ivor Tsang Xin Yao 68 6 0 05 Jul 2024
A Survey on Natural Language Counterfactual Generation Yongjie Wang Xiaoqi Qiu Yu Yue Xu Guo Zhiwei Zeng Yuhong Feng Zhiqi Shen 42 5 0 04 Jul 2024
The Mysterious Case of Neuron 1512: Injectable Realignment Architectures Reveal Internal Characteristics of Meta's Llama 2 Model Brenden Smith Dallin Baker Clayton Chase Myles Barney Kaden Parker Makenna Allred Peter Hu Alex Evans Nancy Fulda 34 0 0 04 Jul 2024
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models Xavier Suau Pieter Delobelle Katherine Metcalf Armand Joulin N. Apostoloff Luca Zappella P. Rodríguez MU AAML 42 8 0 02 Jul 2024
Free-text Rationale Generation under Readability Level Control Yi-Sheng Hsu Nils Feldhus Sherzod Hakimov 46 0 0 01 Jul 2024
Locate&Edit: Energy-based Text Editing for Efficient, Flexible, and Faithful Controlled Text Generation Hye Ryung Son Jay-Yoon Lee 43 0 0 30 Jun 2024
Themis: Towards Flexible and Interpretable NLG Evaluation Xinyu Hu Li Lin Mingqi Gao Xunjian Yin Xiaojun Wan ELM 34 6 0 26 Jun 2024
Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective Hanqi Yan Yanzheng Xiang Guangyi Chen Yifei Wang Lin Gui Yulan He 44 5 0 25 Jun 2024
Multi-property Steering of Large Language Models with Dynamic Activation Composition Daniel Scalena Gabriele Sarti Malvina Nissim KELM LLMSV AI4CE 29 13 0 25 Jun 2024
CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems Tao Feng Lizhen Qu Xiaoxi Kang Gholamreza Haffari 38 1 0 25 Jun 2024
MPCODER: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning Zhenlong Dai Chang Yao WenKang Han Ying Yuan Zhipeng Gao Jingyuan Chen 26 10 0 25 Jun 2024
Provable Statistical Rates for Consistency Diffusion Models Zehao Dou Minshuo Chen Mengdi Wang Zhuoran Yang DiffM 37 3 0 23 Jun 2024
Towards Minimal Targeted Updates of Language Models with Targeted Negative Training Lily H. Zhang Rajesh Ranganath Arya Tafvizi 33 1 0 19 Jun 2024
SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models Somnath Banerjee Soham Tripathy Sayan Layek Shanu Kumar Animesh Mukherjee Rima Hazra 33 2 0 18 Jun 2024
Dialogue Action Tokens: Steering Language Models in Goal-Directed Dialogue with a Multi-Turn Planner Kenneth Li Yiming Wang Fernanda Viégas Martin Wattenberg 38 6 0 17 Jun 2024
Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMs S. Kadhe Farhan Ahmed Dennis Wei Nathalie Baracaldo Inkit Padhi MoMe MU 28 7 0 17 Jun 2024
Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector Xiaoxue Cheng Junyi Li Wayne Xin Zhao Hongzhi Zhang Fuzheng Zhang Di Zhang Kun Gai Ji-Rong Wen HILM LLMAG 40 7 0 17 Jun 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
Survey for Landing Generative AI in Social and E-commerce Recsys -- the Industry Perspectives Da Xu Danqing Zhang Guangyu Yang Bo Yang Shuyuan Xu Lingling Zheng Cindy Liang 32 2 0 10 Jun 2024
Aligning Large Language Models with Representation Editing: A Control Perspective Lingkai Kong Haorui Wang Wenhao Mu Yuanqi Du Yuchen Zhuang Yifei Zhou Yue Song Rongzhi Zhang Kai Wang Chao Zhang 32 22 0 10 Jun 2024
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs Shang Zhou Feng Yao Chengyu Dong Zihan Wang Jingbo Shang 45 1 0 06 Jun 2024
Semantically Diverse Language Generation for Uncertainty Estimation in Language Models L. Aichberger Kajetan Schweighofer Mykyta Ielanskyi Sepp Hochreiter HILM 30 10 0 06 Jun 2024
Reconstructing training data from document understanding models Jérémie Dentan Arnaud Paran A. Shabou AAML SyDa 49 1 0 05 Jun 2024
Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller Min Cai Yuchen Zhang Shichang Zhang Fan Yin Difan Zou Yisong Yue Ziniu Hu 30 0 0 04 Jun 2024
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration Ziqian Zeng Jianwei Wang Zhengdong Lu Huiping Zhuang Cen Chen RALM KELM 50 7 0 03 Jun 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 63 31 0 03 Jun 2024
LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models Tianci Liu Haoyu Wang Shiyang Wang Yu Cheng Jing Gao ALM 35 0 0 01 Jun 2024
Multi-Aspect Controllable Text Generation with Disentangled Counterfactual Augmentation Yi Liu Xiangyu Liu Xiangrong Zhu Wei Hu 34 2 0 30 May 2024
Expert-Guided Extinction of Toxic Tokens for Debiased Generation Xueyao Sun Kaize Shi Haoran Tang Guandong Xu Qing Li MU 43 1 0 29 May 2024
Aligning to Thousands of Preferences via System Message Generalization Seongyun Lee Sue Hyun Park Seungone Kim Minjoon Seo ALM 44 38 0 28 May 2024
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories Tianlong Wang Xianfeng Jiao Yifan He Zhongzhi Chen Yinghao Zhu Xu Chu Junyi Gao Yasha Wang Liantao Ma LLMSV 71 7 0 26 May 2024
Linearly Controlled Language Generation with Performative Guarantees Emily Cheng Marco Baroni Carmen Amo Alonso 48 3 0 24 May 2024
Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models Abhishek Kumar Sarfaroz Yunusov Ali Emami 41 3 0 23 May 2024
Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity Rheeya Uppaal Apratim De Yiting He Yiquao Zhong Junjie Hu 37 8 0 22 May 2024