CTRL: A Conditional Transformer Language Model for Controllable Generation

11 September 2019

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

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Title
Embedded Named Entity Recognition using Probing Classifiers Nicholas Popovic Michael Färber 40 1 0 18 Mar 2024
Linguacodus: A Synergistic Framework for Transformative Code Generation in Machine Learning Pipelines Ekaterina Trofimova Emil Sataev Andrey E. Ustyuzhanin 38 0 0 18 Mar 2024
Reinforcement Learning with Token-level Feedback for Controllable Text Generation Wendi Li Wei Wei Kaihe Xu Wenfeng Xie Dangyang Chen Yu Cheng 36 7 0 18 Mar 2024
ProSwitch: Knowledge-Guided Instruction Tuning to Generate Professional and Non-Professional Styled Text Chang Zong Yuyan Chen Weiming Lu Jian Shao Yueting Zhuang 24 1 0 14 Mar 2024
Authorship Style Transfer with Policy Optimization Shuai Liu Shantanu Agarwal Jonathan May 40 5 0 12 Mar 2024
Enhancing Court View Generation with Knowledge Injection and Guidance Ang Li Yiquan Wu Yifei Liu Fei Wu Ming Cai Kun Kuang AILaw 25 0 0 07 Mar 2024
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future Xu Guo Yiqiang Chen SyDa 21 30 0 07 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 39 0 0 04 Mar 2024
Differentially Private Knowledge Distillation via Synthetic Text Generation James Flemings Murali Annavaram SyDa 35 11 0 01 Mar 2024
Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment Yiju Guo Ganqu Cui Lifan Yuan Ning Ding Jiexin Wang ... Ruobing Xie Jie Zhou Yankai Lin Zhiyuan Liu Maosong Sun 36 56 0 29 Feb 2024
A Piece of Theatre: Investigating How Teachers Design LLM Chatbots to Assist Adolescent Cyberbullying Education Michael A. Hedderich Natalie N. Bazarova Wenting Zou Ryun Shim Xinda Ma Qian Yang 14 23 0 27 Feb 2024
Counterfactual Generation with Identifiability Guarantees Hanqi Yan Lingjing Kong Lin Gui Yuejie Chi Eric P. Xing Yulan He Kun Zhang CML OOD 40 7 0 23 Feb 2024
Fine-Grained Detoxification via Instance-Level Prefixes for Large Language Models Xin Yi Linlin Wang Xiaoling Wang Liang He MoMe 35 1 0 23 Feb 2024
CEV-LM: Controlled Edit Vector Language Model for Shaping Natural Language Generations Samraj Moorjani A. Krishnan Hari Sundaram KELM 21 1 0 22 Feb 2024
GCOF: Self-iterative Text Generation for Copywriting Using Large Language Model Jianghui Zhou Ya Gao Jie Liu Xuemin Zhao Zhaohua Yang Yue Wu Lirong Shi 45 0 0 21 Feb 2024
Large Language Models for Data Annotation: A Survey Zhen Tan Dawei Li Song Wang Alimohammad Beigi Bohan Jiang Amrita Bhattacharjee Mansooreh Karami Jundong Li Lu Cheng Huan Liu SyDa 42 49 0 21 Feb 2024
Transformer-based Causal Language Models Perform Clustering Xinbo Wu L. Varshney 16 6 0 19 Feb 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation Siyin Wang Shimin Li Tianxiang Sun Jinlan Fu Qinyuan Cheng Jiasheng Ye Junjie Ye Xipeng Qiu Xuanjing Huang 16 4 0 17 Feb 2024
Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs Xun Liang Hanyu Wang Shichao Song Mengting Hu Xunzhi Wang Zhiyu Li Feiyu Xiong Bo Tang 15 9 0 17 Feb 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction Sizhe Zhou Yu Meng Bowen Jin Jiawei Han 28 7 0 17 Feb 2024
Generative AI for Controllable Protein Sequence Design: A Survey Yiheng Zhu Zitai Kong Jialun Wu Weize Liu Yuqiang Han Mingze Yin Hongxia Xu Chang-Yu Hsieh Tingjun Hou AI4CE 33 6 0 16 Feb 2024
Quantized Embedding Vectors for Controllable Diffusion Language Models Cheng Kang Xinye Chen Yong Hu Daniel Novak 21 0 0 15 Feb 2024
LiFi: Lightweight Controlled Text Generation with Fine-Grained Control Codes Chufan Shi Deng Cai Yujiu Yang 22 3 0 10 Feb 2024
Personalized Text Generation with Fine-Grained Linguistic Control Bashar Alhafni Vivek Kulkarni Dhruv Kumar Vipul Raheja 16 11 0 07 Feb 2024
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains Junhong Shen Neil Tenenholtz James Hall David Alvarez-Melis Nicolò Fusi 42 21 0 06 Feb 2024
Harnessing the Plug-and-Play Controller by Prompting Hao Wang Lei Sha 19 3 0 06 Feb 2024
BetterV: Controlled Verilog Generation with Discriminative Guidance Zehua Pei Hui-Ling Zhen M. Yuan Yu Huang Bei Yu 27 53 0 03 Feb 2024
Style Vectors for Steering Generative Large Language Model Kai Konen Sophie Jentzsch Diaoulé Diallo Peer Schutt Oliver Bensch Roxanne El Baff Dominik Opitz Tobias Hecking LLMSV 13 14 0 02 Feb 2024
Improving Dialog Safety using Socially Aware Contrastive Learning Souvik Das R. Srihari 11 1 0 01 Feb 2024
Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection Wei-Yao Wang Yu-Chieh Chang Wenjie Peng 15 0 0 27 Jan 2024
To Burst or Not to Burst: Generating and Quantifying Improbable Text Kuleen Sasse Samuel Barham Efsun Sarioglu Kayi Edward W. Staley DeLMO 21 1 0 27 Jan 2024
MoodLoopGP: Generating Emotion-Conditioned Loop Tablature Music with Multi-Granular Features Wenqian Cui Pedro Sarmento Mathieu Barthet 23 2 0 23 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang X. Li Luisa Verdoliva Shu Hu 75 56 0 22 Jan 2024
JumpCoder: Go Beyond Autoregressive Coder via Online Modification Mouxiang Chen Hao Tian Zhongxi Liu Xiaoxue Ren Jianling Sun SyDa KELM 30 2 0 15 Jan 2024
Consolidating Strategies for Countering Hate Speech Using Persuasive Dialogues Sougata Saha R. Srihari 25 1 0 15 Jan 2024
Beyond Sparse Rewards: Enhancing Reinforcement Learning with Language Model Critique in Text Generation Meng Cao Lei Shu Lei Yu Yun Zhu Nevan Wichers Yinxiao Liu Lei Meng OffRL ALM 14 4 0 14 Jan 2024
PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and Traits Ehsan Lotfi Maxime De Bruyn Jeska Buhmann Walter Daelemans 12 3 0 14 Jan 2024
Parameter-Efficient Detoxification with Contrastive Decoding Tong Niu Caiming Xiong Semih Yavuz Yingbo Zhou 20 12 0 13 Jan 2024
Monte Carlo Tree Search for Recipe Generation using GPT-2 Karan Taneja Richard Segal Richard Goodwin 8 4 0 10 Jan 2024
LLMs for Robotic Object Disambiguation Connie Jiang Yiqing Xu David Hsu LM&Ro 30 1 0 07 Jan 2024
SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval Griffin Adams Jason Zucker Noémie Elhadad 24 4 0 04 Jan 2024
Principled Gradient-based Markov Chain Monte Carlo for Text Generation Li Du Afra Amini Lucas Torroba Hennigen Xinyan Velocity Yu Jason Eisner Holden Lee Ryan Cotterell BDL 18 1 0 29 Dec 2023
Learning to Generate Text in Arbitrary Writing Styles Aleem Khan Andrew Wang Sophia Hager Nicholas Andrews 16 4 0 28 Dec 2023
Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems Xupeng Miao Gabriele Oliaro Zhihao Zhang Xinhao Cheng Hongyi Jin Tianqi Chen Zhihao Jia 61 76 0 23 Dec 2023
How to Raise a Robot -- A Case for Neuro-Symbolic AI in Constrained Task Planning for Humanoid Assistive Robots Niklas Hemken F. Jacob Fabian Peller-Konrad Rainer Kartmann Tamim Asfour Hannes Hartenstein 13 1 0 14 Dec 2023
Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding Lifu Tu Semih Yavuz Jin Qu Jiacheng Xu Rui Meng Caiming Xiong Yingbo Zhou 17 1 0 11 Dec 2023
GTA: Gated Toxicity Avoidance for LM Performance Preservation Heegyu Kim Hyunsouk Cho 11 1 0 11 Dec 2023
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System Haotian Wang Xiyuan Du Weijiang Yu Qianglong Chen Kun Zhu Zheng Chu Lian Yan Yi Guan 25 10 0 08 Dec 2023
A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation Jarad Forristal Niloofar Mireshghallah Greg Durrett Taylor Berg-Kirkpatrick 110 4 0 07 Dec 2023
Object Recognition as Next Token Prediction Kaiyu Yue Borchun Chen Jonas Geiping Hengduo Li Tom Goldstein Ser-Nam Lim 22 8 0 04 Dec 2023