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
TPPoet: Transformer-Based Persian Poem Generation using Minimal Data and Advanced Decoding Techniques Amir Panahandeh Hanie Asemi Esmail Nourani 19 0 0 04 Dec 2023
RACE-IT: A Reconfigurable Analog CAM-Crossbar Engine for In-Memory Transformer Acceleration Lei Zhao Luca Buonanno Ron M. Roth Sergey Serebryakov Archit Gajjar John Moon Jim Ignowski Giacomo Pedretti 15 3 0 29 Nov 2023
PhayaThaiBERT: Enhancing a Pretrained Thai Language Model with Unassimilated Loanwords Panyut Sriwirote Jalinee Thapiang Vasan Timtong Attapol T. Rutherford 11 5 0 21 Nov 2023
SecureBERT and LLAMA 2 Empowered Control Area Network Intrusion Detection and Classification Xuemei Li Huirong Fu 6 4 0 19 Nov 2023
Causal ATE Mitigates Unintended Bias in Controlled Text Generation Rahul Madhavan Kahini Wadhawan 21 0 0 19 Nov 2023
To be or not to be? an exploration of continuously controllable prompt engineering Yuhan Sun Mukai Li Yixin Cao Kun Wang Wenxiao Wang Xingyu Zeng Rui Zhao LLMAG 22 2 0 16 Nov 2023
Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections Yuanpu Cao Bochuan Cao Jinghui Chen 18 23 0 15 Nov 2023
Towards Evaluating AI Systems for Moral Status Using Self-Reports Ethan Perez Robert Long ELM 31 8 0 14 Nov 2023
AI-generated text boundary detection with RoFT Laida Kushnareva T. Gaintseva German Magai S. Barannikov Dmitry Abulkhanov Kristian Kuznetsov Eduard Tulchinskii Irina Piontkovskaya Sergey I. Nikolenko DeLMO 15 4 0 14 Nov 2023
Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor Sangwon Yu Changmin Lee Hojin Lee Sungroh Yoon 22 0 0 13 Nov 2023
Post Turing: Mapping the landscape of LLM Evaluation Alexey Tikhonov Ivan P. Yamshchikov ELM 44 4 0 03 Nov 2023
Sentiment Analysis through LLM Negotiations Xiaofei Sun Xiaoya Li Shengyu Zhang Shuhe Wang Fei Wu Jiwei Li Tianwei Zhang Guoyin Wang 27 16 0 03 Nov 2023
Successor Features for Efficient Multisubject Controlled Text Generation Mengyao Cao Mehdi Fatemi Jackie Chi Kit Cheung Samira Shabanian BDL 21 0 0 03 Nov 2023
Integrating Language-Derived Appearance Elements with Visual Cues in Pedestrian Detection Sungjune Park Hyunjun Kim Y. Ro 37 11 0 02 Nov 2023
Generating Medical Prescriptions with Conditional Transformer Samuel Belkadi Nicolo Micheletti Lifeng Han Warren Del-Pinto Goran Nenadic MedIm 27 5 0 30 Oct 2023
Codebook Features: Sparse and Discrete Interpretability for Neural Networks Alex Tamkin Mohammad Taufeeque Noah D. Goodman 25 27 0 26 Oct 2023
InstructPTS: Instruction-Tuning LLMs for Product Title Summarization B. Fetahu Zhiyu Zoey Chen Oleg Rokhlenko S. Malmasi 23 8 0 25 Oct 2023
AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models Sicheng Zhu Ruiyi Zhang Bang An Gang Wu Joe Barrow Zichao Wang Furong Huang A. Nenkova Tong Sun SILM AAML 30 40 0 23 Oct 2023
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation Swarnadeep Saha Omer Levy Asli Celikyilmaz Mohit Bansal Jason Weston Xian Li MoMe 16 70 0 23 Oct 2023
Penalty Decoding: Well Suppress the Self-Reinforcement Effect in Open-Ended Text Generation Wenhong Zhu Hong-ping Hao Rui Wang 34 4 0 23 Oct 2023
Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation Tianqi Zhong Quan Wang Jingxuan Han Yongdong Zhang Zhendong Mao 14 9 0 23 Oct 2023
Understanding Generative AI in Art: An Interview Study with Artists on G-AI from an HCI Perspective Jingyu Shi Rahul Jain Runlin Duan Karthik Ramani 32 6 0 19 Oct 2023
MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter Zhiyuan Liu Sihang Li Yancheng Luo Hao Fei Yixin Cao Kenji Kawaguchi Xiang Wang Tat-Seng Chua 19 80 0 19 Oct 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 147 624 0 17 Oct 2023
Self-Detoxifying Language Models via Toxification Reversal Chak Tou Leong Yi Cheng Jiashuo Wang Jian Wang Wenjie Li MU 11 28 0 14 Oct 2023
Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model H. Deng Colin Raffel 22 38 0 14 Oct 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection Sehyun Choi Tianqing Fang Zhaowei Wang Yangqiu Song 30 32 0 13 Oct 2023
Calibrating Likelihoods towards Consistency in Summarization Models Polina Zablotskaia Misha Khalman Rishabh Joshi Livio Baldini Soares Shoshana Jakobovits Joshua Maynez Shashi Narayan 26 3 0 12 Oct 2023
Ontology Enrichment for Effective Fine-grained Entity Typing Si-yuan Ouyang Jiaxin Huang Pranav Pillai Yunyi Zhang Yu Zhang Jiawei Han 84 4 0 11 Oct 2023
Controllable Data Generation Via Iterative Data-Property Mutual Mappings Bo Pan Muran Qin Shiyu Wang Yifei Zhang Liang Zhao 43 0 0 11 Oct 2023
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models Luiza Amador Pozzobon B. Ermiş Patrick Lewis Sara Hooker 28 20 0 11 Oct 2023
KwaiYiiMath: Technical Report Jia-Yi Fu Lei Lin Xiaoyang Gao Pengli Liu Zhengzong Chen ... Zijia Lin Fuzheng Zhang Zhongyuan Wang Di Zhang Kun Gai LRM ReLM RALM 45 2 0 11 Oct 2023
An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions Jingyu Shi Rahul Jain Hyungjun Doh Ryo Suzuki Karthik Ramani 3DV 26 21 0 11 Oct 2023
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages Shih-Cheng Huang Pin-Zu Li Yu-Chi Hsu Kuang-Ming Chen Yu Tung Lin Shih-Kai Hsiao Richard Tzong-Han Tsai Hung-yi Lee MoMe 34 13 0 07 Oct 2023
Reward Dropout Improves Control: Bi-objective Perspective on Reinforced LM Changhun Lee Chiehyeon Lim 21 0 0 06 Oct 2023
Benchmarking and Improving Generator-Validator Consistency of Language Models Xiang Lisa Li Vaishnavi Shrivastava Siyan Li Tatsunori Hashimoto Percy Liang 6 27 0 03 Oct 2023
Language Model Decoding as Direct Metrics Optimization Haozhe Ji Pei Ke Hongning Wang Minlie Huang 11 7 0 02 Oct 2023
A Brief History of Prompt: Leveraging Language Models. (Through Advanced Prompting) G. Muktadir SILM 29 8 0 30 Sep 2023
Controllable Text Generation with Residual Memory Transformer Hanqing Zhang Sun Si Haiming Wu Dawei Song 22 1 0 28 Sep 2023
Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey Victoria Smith Ali Shahin Shamsabadi Carolyn Ashurst Adrian Weller PILM 32 24 0 27 Sep 2023
Large Language Model Alignment: A Survey Tianhao Shen Renren Jin Yufei Huang Chuang Liu Weilong Dong Zishan Guo Xinwei Wu Yan Liu Deyi Xiong LM&MA 14 177 0 26 Sep 2023
Joint Audio and Speech Understanding Yuan Gong Alexander H. Liu Hongyin Luo Leonid Karlinsky James R. Glass AuLLM 26 66 0 25 Sep 2023
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges Vinay Samuel Houda Aynaou Arijit Ghosh Chowdhury Karthik Venkat Ramanan Aman Chadha SyDa 16 7 0 21 Sep 2023
Goal-Oriented Prompt Attack and Safety Evaluation for LLMs Chengyuan Liu Fubang Zhao Lizhi Qing Yangyang Kang Changlong Sun Kun Kuang Fei Wu AAML 26 15 0 21 Sep 2023
MelodyGLM: Multi-task Pre-training for Symbolic Melody Generation Xinda Wu Zhijie Huang Kejun Zhang Jiaxing Yu Xu Tan Tieyao Zhang Zihao W. Wang Lingyun Sun 16 5 0 19 Sep 2023
Toward Unified Controllable Text Generation via Regular Expression Instruction Xin Zheng Hongyu Lin Xianpei Han Le Sun 44 4 0 19 Sep 2023
Corpus Synthesis for Zero-shot ASR domain Adaptation using Large Language Models Hsuan Su Ting-Yao Hu H. Koppula Raviteja Vemulapalli Jen-Hao Rick Chang Karren D. Yang G. Mantena Oncel Tuzel SyDa 28 1 0 18 Sep 2023
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM Bochuan Cao Yu Cao Lu Lin Jinghui Chen AAML 23 133 0 18 Sep 2023
How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? Danni Liu Jan Niehues 13 3 0 15 Sep 2023
Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models Joseph Marvin Imperial Harish Tayyar Madabushi ELM 22 11 0 11 Sep 2023