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
Evaluation of large language models for discovery of gene set function Mengzhou Hu Sahar Alkhairy Ingoo Lee Rudolf T. Pillich Dylan Fong Kevin Smith Robin Bachelder T. Ideker Dexter Pratt LM&MA 11 32 0 07 Sep 2023
ConDA: Contrastive Domain Adaptation for AI-generated Text Detection Amrita Bhattacharjee Tharindu Kumarage Raha Moraffah Huan Liu DeLMO 22 45 0 07 Sep 2023
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models Yung-Sung Chuang Yujia Xie Hongyin Luo Yoon Kim James R. Glass Pengcheng He HILM 20 147 0 07 Sep 2023
From Base to Conversational: Japanese Instruction Dataset and Tuning Large Language Models Masahiro Suzuki Masanori Hirano Hiroki Sakaji 39 6 0 07 Sep 2023
Hide and Seek (HaS): A Lightweight Framework for Prompt Privacy Protection Yu Chen Tingxin Li Huiming Liu Yang Yu 11 27 0 06 Sep 2023
Situated Natural Language Explanations Zining Zhu Hao Jiang Jingfeng Yang Sreyashi Nag Chao Zhang Jie Huang Yifan Gao Frank Rudzicz Bing Yin LRM 32 1 0 27 Aug 2023
Text-Only Training for Visual Storytelling Yuechen Wang Wen-gang Zhou Zhenbo Lu Houqiang Li DiffM 24 2 0 17 Aug 2023
Storyfier: Exploring Vocabulary Learning Support with Text Generation Models Zhenhui Peng Xingbo Wang Qiushi Han Junkai Zhu Xiaojuan Ma Huamin Qu 8 22 0 07 Aug 2023
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies Liangming Pan Michael Stephen Saxon Wenda Xu Deepak Nathani Xinyi Wang William Yang Wang KELM LRM 36 201 0 06 Aug 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 25 13 0 31 Jul 2023
COLLIE: Systematic Construction of Constrained Text Generation Tasks Shunyu Yao Howard Chen Austin W. Hanjie Runzhe Yang Karthik Narasimhan 42 32 0 17 Jul 2023
Pluggable Neural Machine Translation Models via Memory-augmented Adapters Yuzhuang Xu Shuo Wang Peng Li Xuebo Liu Xiaolong Wang Weidong Liu Yang Liu 27 1 0 12 Jul 2023
Secrets of RLHF in Large Language Models Part I: PPO Rui Zheng Shihan Dou Songyang Gao Yuan Hua Wei Shen ... Hang Yan Tao Gui Qi Zhang Xipeng Qiu Xuanjing Huang ALM OffRL 41 158 0 11 Jul 2023
Advancements in Scientific Controllable Text Generation Methods Arnav Goel Medha Hira Avinash Anand Siddhesh Bangar R. Shah 14 7 0 08 Jul 2023
Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts Mounica Maddela Megan Ung Jing Xu Andrea Madotto H. Foran Y-Lan Boureau LRM 24 21 0 06 Jul 2023
The Inner Sentiments of a Thought Christian Gagné Peter Dayan 33 4 0 04 Jul 2023
Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation Jian-Yu Guan Minlie Huang 24 0 0 04 Jul 2023
VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder Yueen Ma Dafeng Chi Jingjing Li Kai Song Yuzheng Zhuang Irwin King DRL 14 0 0 03 Jul 2023
Stay on topic with Classifier-Free Guidance Guillaume Sanchez Honglu Fan Alexander Spangher Elad Levi Pawan Sasanka Ammanamanchi Stella Biderman 3DV 30 46 0 30 Jun 2023
ZeroGen: Zero-shot Multimodal Controllable Text Generation with Multiple Oracles Haoqin Tu Bowen Yang Xianfeng Zhao 19 6 0 29 Jun 2023
DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models Sidi Lu Wenbo Zhao Chenyang Tao Arpit Gupta Shan Wu Tagyoung Chung Nanyun Peng 22 1 0 20 Jun 2023
KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation Yuxi Feng Xiaoyuan Yi L. Lakshmanan Xing Xie 25 1 0 17 Jun 2023
Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation Weihao Zeng Lulu Zhao Keqing He Ruotong Geng Jingang Wang Wei Yu Wu Weiran Xu 32 3 0 17 Jun 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Fei Wu Guoyin Wang AI4MH LRM 37 29 0 16 Jun 2023
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer Dongqi Pu Vera Demberg DeLMO 26 65 0 13 Jun 2023
A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks Saidul Islam Hanae Elmekki Ahmed Elsebai Jamal Bentahar Najat Drawel Gaith Rjoub Witold Pedrycz ViT MedIm 19 171 0 11 Jun 2023
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards Alexandre Ramé Guillaume Couairon Mustafa Shukor Corentin Dancette Jean-Baptiste Gaya Laure Soulier Matthieu Cord MoMe 35 135 0 07 Jun 2023
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue M. Eremeev Ilya Valmianski X. Amatriain Anitha Kannan 40 5 0 06 Jun 2023
Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning Chujie Zheng Pei Ke Zheng Zhang Minlie Huang BDL 23 31 0 06 Jun 2023
Information Flow Control in Machine Learning through Modular Model Architecture Trishita Tiwari Suchin Gururangan Chuan Guo Weizhe Hua Sanjay Kariyappa Udit Gupta Wenjie Xiong Kiwan Maeng Hsien-Hsin S. Lee G. E. Suh 19 6 0 05 Jun 2023
PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model Yizhe Zhang Jiatao Gu Zhuofeng Wu Shuangfei Zhai J. Susskind Navdeep Jaitly DiffM 30 24 0 05 Jun 2023
Adaptive and Personalized Exercise Generation for Online Language Learning Peng Cui Mrinmaya Sachan AI4Ed 11 22 0 04 Jun 2023
Utilizing ChatGPT to Enhance Clinical Trial Enrollment Georgios Peikos S. Symeonidis Pranav Kasela G. Pasi LM&MA 14 12 0 03 Jun 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 36 158 0 02 Jun 2023
Revisiting the Role of Language Priors in Vision-Language Models Zhiqiu Lin Xinyue Chen Deepak Pathak Pengchuan Zhang Deva Ramanan VLM 23 22 0 02 Jun 2023
Interpretable Math Word Problem Solution Generation Via Step-by-step Planning Mengxue Zhang Zichao Wang Zhichao Yang Weiqi Feng Andrew S. Lan LRM 14 16 0 01 Jun 2023
Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu's formula Kirill Brilliantov Fedor Pavutnitskiy D. Pasechnyuk German Magai 22 0 0 01 Jun 2023
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation Rahul Madhavan Rishabh Garg Kahini Wadhawan S. Mehta 21 5 0 01 Jun 2023
Focused Prefix Tuning for Controllable Text Generation Congda Ma Tianyu Zhao Makoto Shing Kei Sawada Manabu Okumura 17 8 0 01 Jun 2023
An Invariant Learning Characterization of Controlled Text Generation Carolina Zheng Claudia Shi Keyon Vafa Amir Feder David M. Blei OOD 24 8 0 31 May 2023
MuseCoco: Generating Symbolic Music from Text Peiling Lu Xin Xu C. Kang Botao Yu Chengyi Xing Xuejiao Tan Jiang Bian 12 39 0 31 May 2023
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses Liyan Tang Yifan Peng Yanshan Wang Ying Ding Greg Durrett Justin F. Rousseau 30 9 0 30 May 2023
Controlled Text Generation with Hidden Representation Transformations Vaibhav Kumar H. Koorehdavoudi Masud Moshtaghi Amita Misra Ankit Chadha Emilio Ferrara 18 3 0 30 May 2023
Likelihood-Based Diffusion Language Models Ishaan Gulrajani Tatsunori B. Hashimoto DiffM 21 51 0 30 May 2023
The Curse of Recursion: Training on Generated Data Makes Models Forget Ilia Shumailov Zakhar Shumaylov Yiren Zhao Y. Gal Nicolas Papernot Ross J. Anderson DiffM 15 280 0 27 May 2023
Answering Unanswered Questions through Semantic Reformulations in Spoken QA Pedro Faustini Zhiyu Zoey Chen B. Fetahu Oleg Rokhlenko S. Malmasi KELM 32 2 0 27 May 2023
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation S. Vincent R. Flynn Carolina Scarton 18 4 0 25 May 2023
Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning Ximing Lu Faeze Brahman Peter West Jaehun Jang Khyathi Raghavi Chandu ... Bill Yuchen Lin Skyler Hallinan Xiang Ren Sean Welleck Yejin Choi 20 26 0 24 May 2023
Controlling Pre-trained Language Models for Grade-Specific Text Simplification Sweta Agrawal Marine Carpuat 19 14 0 24 May 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 24 148 0 24 May 2023