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CTRL: A Conditional Transformer Language Model for Controllable Generation

11 September 2019

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Papers citing "CTRL: A Conditional Transformer Language Model for Controllable Generation"

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Title
Learning Steerable Clarification Policies with Collaborative Self-play Jonathan Berant Maximillian Chen Adam Fisch Reza Aghajani Fantine Huot Mirella Lapata Jacob Eisenstein 86 0 0 03 Dec 2025
Mode-Conditioning Unlocks Superior Test-Time Scaling Chen Henry Wu Sachin Goyal Aditi Raghunathan VLM 140 0 0 30 Nov 2025
Beyond URLs: Metadata Diversity and Position for Efficient LLM Pretraining Dongyang Fan Diba Hashemi Sai Praneeth Karimireddy Martin Jaggi 105 0 0 26 Nov 2025
NAMeGEn: Creative Name Generation via A Novel Agent-based Multiple Personalized Goal Enhancement Framework Shanlin Zhou Xinpeng Wang Jianxun Lian Zhenghao Liu L. Lakshmanan Xiaoyuan Yi Yongtao Hao LLMAG 326 0 0 19 Nov 2025
ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions Xingwei He Qianru Zhang Pengfei Chen Guanhua Chen Linlin Yu Yuan Yuan Siu-Ming Yiu 185 0 0 18 Nov 2025
AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress Zhiheng Xi Chenyang Liao Guanyu Li Y. Yang Wenxiang Chen ... Wei Wu Tao Ji Tao Gui Qi Zhang Xuanjing Huang LRM 108 0 0 11 Nov 2025
Control Barrier Function for Aligning Large Language Models Yuya Miyaoka Masaki Inoue 145 0 0 05 Nov 2025
Hydra: Dual Exponentiated Memory for Multivariate Time Series Analysis Asal Meskin Alireza Mirrokni Ali Najar Ali Behrouz AI4TS 135 0 0 02 Nov 2025
Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly Wenya Xie Shaochen Zhong Hoang Anh Duy Le Zhaozhuo Xu Jianwen Xie Zirui Liu LRM 156 0 0 01 Nov 2025
Don't Let It Fade: Preserving Edits in Diffusion Language Models via Token Timestep Allocation Woojin Kim Jaeyoung Do 124 0 0 30 Oct 2025
Controllable Mathematical Reasoning via Self-Optimizing Thought Vectors Xuying LI LRM 72 0 0 25 Oct 2025
ACTG-ARL: Differentially Private Conditional Text Generation with RL-Boosted Control Yuzheng Hu Ryan McKenna Da Yu Shanshan Wu Han Zhao Zheng Xu Peter Kairouz SyDa 154 0 0 21 Oct 2025
DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning Yongxin He Shan Zhang Yixuan Cao Lei Ma Ping Luo DeLMO 208 0 0 20 Oct 2025
How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study Matthieu Dubois François Yvon Pablo Piantanida DeLMO 172 1 0 15 Oct 2025
Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy Xiaoxiao Ma Feng Zhao Pengyang Ling Haibo Qiu Zhixiang Wei Hu Yu Jie Huang Zhixiong Zeng Lin Ma 138 2 0 10 Oct 2025
When LLMs Can't Help: Real-World Evaluation of LLMs in Nutrition Karen Jia-Hui Li Simone Balloccu Ondrej Dusek Ehud Reiter AI4MH 185 0 0 07 Oct 2025
Inoculation Prompting: Instructing LLMs to misbehave at train-time improves test-time alignment Nevan Wichers Aram Ebtekar Ariana Azarbal Victor Gillioz Christine Ye ... Neil Rathi Henry Sleight Alex Mallen Fabien Roger Samuel Marks 283 3 0 06 Oct 2025
Inoculation Prompting: Eliciting traits from LLMs during training can suppress them at test-time Daniel Tan Anders Woodruff Niels Warncke Arun Jose Maxime Riché David Demitri Africa Mia Taylor 335 0 0 05 Oct 2025
Decoupling Task-Solving and Output Formatting in LLM Generation Haikang Deng Po-Nien Kung Nanyun Peng 151 0 0 04 Oct 2025
Navigating the Synchrony-Stability Frontier in Adaptive Chatbots T. James Brandt 53 0 0 30 Sep 2025
Controlled Generation for Private Synthetic Text Zihao Zhao Anjalie Field 76 0 0 30 Sep 2025
PG-CE: A Progressive Generation Dataset with Constraint Enhancement for Controllable Text Generation Yan Zhuang Yuan Sun 88 0 0 22 Sep 2025
Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning Yeongbin Seo Dongha Lee Jaehyung Kim Jinyoung Yeo 195 0 0 18 Sep 2025
AgentCTG: Harnessing Multi-Agent Collaboration for Fine-Grained Precise Control in Text Generation Xinxu Zhou Jiaqi Bai Zhenqi Sun Fanxiang Zeng Yue Liu LLMAG 104 0 0 17 Sep 2025
Semantic Fusion with Fuzzy-Membership Features for Controllable Language Modelling Yongchao Huang Hassan Raza 76 0 0 14 Sep 2025
DUDE: Diffusion-Based Unsupervised Cross-Domain Image Retrieval Ruohong Yang Peng Hu Yunfan Li Xi Peng 76 0 0 04 Sep 2025
Principled Detection of Hallucinations in Large Language Models via Multiple Testing Jiawei Li A. Magesh Venugopal V. Veeravalli HILM 220 0 0 25 Aug 2025
Efficient Switchable Safety Control in LLMs via Magic-Token-Guided Co-Training Jianfeng Si Lin Sun Zhewen Tan Xiangzheng Zhang MU 148 2 0 12 Aug 2025
ADT4Coupons: An Innovative Framework for Sequential Coupon Distribution in E-commerce Li Kong Bingzhe Wang Zhou Chen Suhan Hu Yuchao Ma Qi Qi Suoyuan Song Bicheng Jin OffRL 94 0 0 08 Aug 2025
DTPA: Dynamic Token-level Prefix Augmentation for Controllable Text Generation Jiabing Yang Yixiang Chen Zichen Wen Chenhang Cui Peiyan Li Yuan Xu Bowen Fang Yan Huang Liang Wang 76 1 0 06 Aug 2025
Can LLMs Generate High-Quality Task-Specific Conversations? Shengqi Li Amarnath Gupta LM&MA 146 0 0 04 Aug 2025
The SMeL Test: A simple benchmark for media literacy in language models Gustaf Ahdritz Anat Kleiman 209 0 0 04 Aug 2025
Controllable Hybrid Captioner for Improved Long-form Video Understanding Kuleen Sasse Efsun Kayi Arun V. Reddy 195 0 0 22 Jul 2025
Automating Steering for Safe Multimodal Large Language Models Lyucheng Wu Mengru Wang Ziwen Xu Tri Cao Nay Oo Bryan Hooi Shumin Deng LLMSV LRM 212 3 0 17 Jul 2025
Inference-Time Scaling of Diffusion Language Models with Particle Gibbs Sampling Meihua Dang Jiaqi Han Minkai Xu Kai Xu Akash Srivastava Stefano Ermon DiffM 94 7 0 11 Jul 2025
SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains Krithika Ramesh Daniel Smolyak Zihao Zhao Nupoor Gandhi Ritu Agarwal Margrét V. Bjarnadóttir Anjalie Field SyDa ELM 386 1 0 09 Jul 2025
MemOS: A Memory OS for AI System Ruoyao Xiao Shichao Song Chenyang Xi Hanyu Wang Chen Tang ... Wentao Zhang Zhi-Qin John Xu S. Chen Siheng Chen Feiyu Xiong KELM RALM 433 24 0 04 Jul 2025
Multi-Preference Lambda-weighted Listwise DPO for Small-Scale Model Alignment Yuhui Sun Xiyao Wang Zixi Li Zhenlong Yuan Jinman Zhao 155 0 0 24 Jun 2025
Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers Daniel D'souza Julia Kreutzer Adrien Morisot Ahmet Üstün Sara Hooker 231 0 0 17 Jun 2025
INTERPOS: Interaction Rhythm Guided Positional Morphing for Mobile App Recommender SystemsInternational Computer Science Conference (ICSC), 2025 M. H. Maqbool Moghis Fereidouni Umar Farooq A.B. Siddique H. Foroosh AI4TS 153 1 0 14 Jun 2025
Brevity is the soul of sustainability: Characterizing LLM response lengthsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 S. Poddar Paramita Koley Janardan Misra Sanjay Podder Navveen Balani Niloy Ganguly Saptarshi Ghosh 220 4 0 10 Jun 2025
Learning to Insert [PAUSE] Tokens for Better ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Eunki Kim Sangryul Kim James Thorne LRM 291 3 0 04 Jun 2025
DLM-One: Diffusion Language Models for One-Step Sequence Generation Tianqi Chen Shujian Zhang Mingyuan Zhou 174 5 0 30 May 2025
Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders Agam Goyal Vedant Rathi William Yeh Yian Wang Yuen Chen Hari Sundaram 325 1 0 20 May 2025
Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space Hengli Li Chenxi Li Tong Wu Xuekai Zhu Yuxuan Wang ... Eric Hanchen Jiang Song-Chun Zhu Zixia Jia Ying Nian Wu Zilong Zheng LRM 385 17 0 19 May 2025
CIE: Controlling Language Model Text Generations Using Continuous Signals Vinay Samuel Harshita Diddee Yiming Zhang Daphne Ippolito 319 0 0 19 May 2025
Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning Yuanzhao Zhang William Gilpin AI4TS 215 1 0 16 May 2025
Rethinking Repetition Problems of LLMs in Code GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yihong Dong Yuchen Liu Xue Jiang Zhi Jin Ge Li 201 4 0 15 May 2025
LZ Penalty: An information-theoretic repetition penalty for autoregressive language models Antonio A. Ginart Naveen Kodali Jason D. Lee Caiming Xiong Siyang Song John Emmons 309 0 0 28 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 305 2 0 24 Apr 2025