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
PARM: Multi-Objective Test-Time Alignment via Preference-Aware Autoregressive Reward Model Baijiong Lin Weisen Jiang Yuancheng Xu Hao Chen Ying-Cong Chen 28 0 0 06 May 2025
Semantic Probabilistic Control of Language Models Kareem Ahmed Catarina G Belém Padhraic Smyth Sameer Singh 42 0 0 04 May 2025
TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation Gwen Yidou Weng Benjie Wang Mathias Niepert BDL 137 0 0 25 Apr 2025
When Does Metadata Conditioning (NOT) Work for Language Model Pre-Training? A Study with Context-Free Grammars Rei Higuchi Ryotaro Kawata Naoki Nishikawa Kazusato Oko Shoichiro Yamaguchi Sosuke Kobayashi Seiya Tokui K. Hayashi Daisuke Okanohara Taiji Suzuki AI4CE 40 0 0 24 Apr 2025
EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models Ziwen Xu Shuxun Wang Kewei Xu Haoming Xu Mengru Wang Xinle Deng Yunzhi Yao Guozhou Zheng H. Chen Ningyu Zhang KELM LLMSV 163 0 0 21 Apr 2025
Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation CheolWon Na YunSeok Choi Jee-Hyong Lee AAML 37 0 0 18 Apr 2025
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
Looking beyond the next token Abitha Thankaraj Yiding Jiang J. Zico Kolter Yonatan Bisk LRM 57 1 0 15 Apr 2025
CLASH: Evaluating Language Models on Judging High-Stakes Dilemmas from Multiple Perspectives Ayoung Lee Ryan Sungmo Kwon Peter Railton Lu Wang ELM 51 0 0 15 Apr 2025
GraphSeg: Segmented 3D Representations via Graph Edge Addition and Contraction Haozhan Tang Tianyi Zhang Oliver Kroemer Matthew Johnson-Roberson Weiming Zhi 3DPC 59 0 0 04 Apr 2025
ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models Chung-En Sun Ge Yan Tsui-Wei Weng KELM LRM 65 0 0 27 Mar 2025
What's Producible May Not Be Reachable: Measuring the Steerability of Generative Models Keyon Vafa Sarah Bentley Jon M. Kleinberg S. Mullainathan 40 0 0 21 Mar 2025
Offline Model-Based Optimization: Comprehensive Review Minsu Kim Jiayao Gu Ye Yuan Taeyoung Yun Ziqiang Liu Yoshua Bengio Can Chen OffRL 67 2 0 21 Mar 2025
Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa Babangida Sani Aakansha Soy Sukairaj Hafiz Imam A. Mustapha L. Aliyu Idris Abdulmumin I. Ahmad Shamsuddeen Hassan Muhammad DeLMO 81 0 0 17 Mar 2025
Palette of Language Models: A Solver for Controlled Text Generation Zhe Yang Yi Huang Yaqin Chen Xiaoting Wu Junlan Feng Chao Deng 49 0 0 14 Mar 2025
Constrained Language Generation with Discrete Diffusion Models Michael Cardei Jacob K Christopher Thomas Hartvigsen Brian Bartoldson B. Kailkhura Ferdinando Fioretto DiffM 60 0 0 12 Mar 2025
Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding Maria Mihaela Trusca Liesbeth Allein 52 0 0 11 Mar 2025
Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation Yu Wang Jiaxin Zhang Xiang Gao Wendi Cui Peng Li Kamalika Das 51 0 0 11 Mar 2025
Shifting Perspectives: Steering Vector Ensembles for Robust Bias Mitigation in LLMs Zara Siddique Irtaza Khalid Liam D. Turner Luis Espinosa-Anke LLMSV 63 1 0 07 Mar 2025
Dynamic Search for Inference-Time Alignment in Diffusion Models Xiner Li Masatoshi Uehara Xingyu Su Gabriele Scalia Tommaso Biancalani Aviv Regev Sergey Levine Shuiwang Ji 47 0 0 03 Mar 2025
Steered Generation via Gradient Descent on Sparse Features Sumanta Bhattacharyya Pedram Rooshenas LLMSV 43 0 0 25 Feb 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 94 3 0 24 Feb 2025
Activation Steering in Neural Theorem Provers Shashank Kirtania LLMSV 166 0 0 21 Feb 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 Critical Look At Tokenwise Reward-Guided Text Generation Ahmad Rashid Ruotian Wu Julia Grosse Agustinus Kristiadi Pascal Poupart OffRL 76 0 0 17 Feb 2025
Risk-Aware Distributional Intervention Policies for Language Models Bao Nguyen Binh Nguyen Duy Nguyen V. Nguyen 30 1 0 28 Jan 2025
TrueReason: An Exemplar Personalised Learning System Integrating Reasoning with Foundational Models Sahan Bulathwela Daniel Van Niekerk Jarrod Shipton Maria Perez-Ortiz Benjamin Rosman John Shawe-Taylor LRM 36 0 0 23 Jan 2025
A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Ziqing Li Mutlu Cukurova Sahan Bulathwela 36 3 0 10 Jan 2025
AutoSAM: Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems H. Zhang Mingyue Cheng Qi Liu Ziqiang Liu Junzhe Jiang Enhong Chen AI4TS 55 3 0 03 Jan 2025
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak Hao Wang Hao Li Junda Zhu Xinyuan Wang Changzai Pan Minlie Huang Lei Sha 145 0 0 23 Dec 2024
Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey Longxuan Ma Mingda Li Weinan Zhang Jiapeng Li Ting Liu 48 16 0 14 Nov 2024
SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs Ruben Härle Felix Friedrich Manuel Brack Bjorn Deiseroth P. Schramowski Kristian Kersting 33 0 0 11 Nov 2024
Beyond Toxic Neurons: A Mechanistic Analysis of DPO for Toxicity Reduction Yushi Yang Filip Sondej Harry Mayne Adam Mahdi 26 0 0 10 Nov 2024
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models Ming Cheng Jiaying Gong Chenhan Yuan William A. Ingram Edward A. Fox Hoda Eldardiry 47 0 0 07 Nov 2024
P-Masking: Power Law Masking Improves Multi-attribute Controlled Generation Mohamed Elgaar Hadi Amiri AI4CE 36 0 0 31 Oct 2024
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels Lei Li Xiangxu Zhang Xiao Zhou Z. Liu VLM RALM 43 2 0 26 Oct 2024
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework Yifan Wang Vera Demberg 29 0 0 24 Oct 2024
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
Improving Instruction-Following in Language Models through Activation Steering Alessandro Stolfo Vidhisha Balachandran Safoora Yousefi Eric Horvitz Besmira Nushi LLMSV 62 17 0 15 Oct 2024
Guaranteed Generation from Large Language Models Minbeom Kim Thibaut Thonet Jos Rozen Hwaran Lee Kyomin Jung Marc Dymetman 46 1 0 09 Oct 2024
Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification Tao Meng Ninareh Mehrabi Palash Goyal Anil Ramakrishna Aram Galstyan Richard Zemel Kai-Wei Chang Rahul Gupta Charith Peris 25 1 0 07 Oct 2024
Control Large Language Models via Divide and Conquer Bingxuan Li Yiwei Wang Tao Meng Kai-Wei Chang Nanyun Peng 29 0 0 06 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
FactCheckmate: Preemptively Detecting and Mitigating Hallucinations in LMs Deema Alnuhait Neeraja Kirtane Muhammad Khalifa Hao Peng HILM LRM 34 2 0 03 Oct 2024
Plug-and-Play Controllable Generation for Discrete Masked Models Wei Guo Yuchen Zhu Molei Tao Yongxin Chen 40 1 0 03 Oct 2024
Privacy Evaluation Benchmarks for NLP Models Wei Huang Yinggui Wang Cen Chen ELM SILM 24 1 0 24 Sep 2024
Investigating Layer Importance in Large Language Models Yang Zhang Yanfei Dong Kenji Kawaguchi FAtt 54 6 0 22 Sep 2024
Uncovering Latent Chain of Thought Vectors in Language Models Jason Zhang Scott Viteri LLMSV LRM 44 1 0 21 Sep 2024
Householder Pseudo-Rotation: A Novel Approach to Activation Editing in LLMs with Direction-Magnitude Perspective Van-Cuong Pham Thien Huu Nguyen LLMSV 40 3 0 16 Sep 2024
ASR Error Correction using Large Language Models Rao Ma Mengjie Qian Mark J. F. Gales Kate Knill KELM 46 1 0 14 Sep 2024