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
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding Yu Zhang Hao Cheng Zhihong Shen Xiaodong Liu Yejiang Wang Jianfeng Gao 19 13 0 23 May 2023
Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation Rishabh Gupta Shaily Desai Manvi Goel Anil Bandhakavi Tanmoy Chakraborty Md. Shad Akhtar 10 21 0 23 May 2023
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker Sukmin Cho Soyeong Jeong Jeongyeon Seo Jong C. Park OffRL 57 23 0 23 May 2023
Improving Classifier Robustness through Active Generation of Pairwise Counterfactuals Ananth Balashankar Xuezhi Wang Yao Qin Ben Packer Nithum Thain Jilin Chen Ed H. Chi Alex Beutel 17 0 0 22 May 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback Yann Dubois Xuechen Li Rohan Taori Tianyi Zhang Ishaan Gulrajani Jimmy Ba Carlos Guestrin Percy Liang Tatsunori B. Hashimoto ALM 40 537 0 22 May 2023
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space Hanxing Ding Liang Pang Zihao Wei Huawei Shen Xueqi Cheng Tat-Seng Chua DiffM 32 10 0 22 May 2023
BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases Xin Liu Muhammad Khalifa Lu Wang 28 18 0 19 May 2023
LIMA: Less Is More for Alignment Chunting Zhou Pengfei Liu Puxin Xu Srini Iyer Jiao Sun ... Susan Zhang Gargi Ghosh M. Lewis Luke Zettlemoyer Omer Levy ALM 17 773 0 18 May 2023
Vaxformer: Antigenicity-controlled Transformer for Vaccine Design Against SARS-CoV-2 Aryo Pradipta Gema Michal Kobiela Achille Fraisse A. Rajan Diego A. Oyarzún J. Alfaro 11 1 0 18 May 2023
Listen, Think, and Understand Yuan Gong Hongyin Luo Alexander H. Liu Leonid Karlinsky James R. Glass ELM MLLM LRM 29 136 0 18 May 2023
Machine-Made Media: Monitoring the Mobilization of Machine-Generated Articles on Misinformation and Mainstream News Websites Hans W. A. Hanley Zakir Durumeric DeLMO 21 29 0 16 May 2023
NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist Iftitahu Ni'mah Meng Fang Vlado Menkovski Mykola Pechenizkiy 25 13 0 15 May 2023
Text Classification via Large Language Models Xiaofei Sun Xiaoya Li Jiwei Li Fei Wu Shangwei Guo Tianwei Zhang Guoyin Wang RALM LRM 32 136 0 15 May 2023
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion Zexue He An Yan Amilcare Gentili Julian McAuley Chun-Nan Hsu MedIm 14 2 0 15 May 2023
Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models Aldo G. Carranza Rezsa Farahani Natalia Ponomareva Alexey Kurakin Matthew Jagielski Milad Nasr SyDa 20 7 0 10 May 2023
ArgU: A Controllable Factual Argument Generator Sougata Saha R. Srihari 22 13 0 09 May 2023
Controllable Mixed-Initiative Dialogue Generation through Prompting Maximillian Chen Xiao Yu Weiyan Shi Urvi Awasthi Zhou Yu 18 21 0 06 May 2023
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation Zhiling Zhang Mengyue Wu Ke Zhu AI4CE 28 1 0 04 May 2023
Exploring the Protein Sequence Space with Global Generative Models S. Romero-Romero Sebastian Lindner Noelia Ferruz 27 5 0 03 May 2023
Controlled Text Generation with Natural Language Instructions Wangchunshu Zhou Yuchen Eleanor Jiang Ethan Gotlieb Wilcox Ryan Cotterell Mrinmaya Sachan 152 84 0 27 Apr 2023
SweCTRL-Mini: a data-transparent Transformer-based large language model for controllable text generation in Swedish Dmytro Kalpakchi Johan Boye SyDa 19 3 0 27 Apr 2023
On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research Luiza Amador Pozzobon B. Ermiş Patrick Lewis Sara Hooker 30 45 0 24 Apr 2023
Learn What NOT to Learn: Towards Generative Safety in Chatbots Leila Khalatbari Yejin Bang Dan Su Willy Chung Saeedeh Ghadimi Hossein Sameti Pascale Fung 33 7 0 21 Apr 2023
Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task Zihao Wu Lu Zhang Chao-Yang Cao Xiao-Xing Yu Haixing Dai ... Quanzheng Li Dinggang Shen Xiang Li Dajiang Zhu Tianming Liu LM&MA 28 39 0 18 Apr 2023
Towards Corpus-Scale Discovery of Selection Biases in News Coverage: Comparing What Sources Say About Entities as a Start Sihao Chen William F. Bruno Dan Roth 16 1 0 06 Apr 2023
Safety Analysis in the Era of Large Language Models: A Case Study of STPA using ChatGPT Yi Qi Xingyu Zhao Siddartha Khastgir Xiaowei Huang 24 14 0 03 Apr 2023
Inspecting and Editing Knowledge Representations in Language Models Evan Hernandez Belinda Z. Li Jacob Andreas KELM 13 76 0 03 Apr 2023
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation Nico Daheim Nouha Dziri Mrinmaya Sachan Iryna Gurevych E. Ponti MoMe 26 30 0 30 Mar 2023
Reference-less Analysis of Context Specificity in Translation with Personalised Language Models S. Vincent Alice Dowek Rowanne Sumner Charlotte Blundell Emily Preston Chris Bayliss Chris Oakley Carolina Scarton 19 2 0 29 Mar 2023
Learning Combinatorial Prompts for Universal Controllable Image Captioning Zhen Wang Jun Xiao Yueting Zhuang Fei Gao Jian Shao Long Chen 52 5 0 11 Mar 2023
Rewarding Chatbots for Real-World Engagement with Millions of Users R. Irvine D. Boubert Vyas Raina Adian Liusie Ziyi Zhu ... Valentin Assassi Christie-Carol Beauchamp Xiaoding Lu Thomas Rialan W. Beauchamp ALM 22 35 0 10 Mar 2023
Extrapolative Controlled Sequence Generation via Iterative Refinement Vishakh Padmakumar Richard Yuanzhe Pang He He Ankur P. Parikh 13 9 0 08 Mar 2023
Mixture of Soft Prompts for Controllable Data Generation Derek Chen Celine Lee Yunan Lu Domenic Rosati Zhou Yu 109 22 0 02 Mar 2023
Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents Wenlong Huang Fei Xia Dhruv Shah Danny Driess Andy Zeng ... Pete Florence Igor Mordatch Sergey Levine Karol Hausman Brian Ichter LM&Ro 19 41 0 01 Mar 2023
Systematic Rectification of Language Models via Dead-end Analysis Mengyao Cao Mehdi Fatemi Jackie C.K. Cheung Samira Shabanian KELM 27 15 0 27 Feb 2023
Guiding Large Language Models via Directional Stimulus Prompting Zekun Li Baolin Peng Pengcheng He Michel Galley Jianfeng Gao Xi Yan LLMAG LRM LM&Ro 29 94 0 22 Feb 2023
Topic-switch adapted Japanese Dialogue System based on PLATO-2 Donghuo Zeng Jianming Wu Yanan Wang Kazunori Matsumoto Gen Hattori K. Ikeda 16 0 0 22 Feb 2023
Learning Deep Semantics for Test Completion Pengyu Nie Rahul Banerjee Junyi Jessy Li Raymond J. Mooney Miloš Gligorić 25 54 0 20 Feb 2023
Hashtag-Guided Low-Resource Tweet Classification Shizhe Diao Sedrick Scott Keh Liangming Pan Zhiliang Tian Yan Song Tong Zhang VLM AI4TS 22 7 0 20 Feb 2023
Towards Safer Generative Language Models: A Survey on Safety Risks, Evaluations, and Improvements Jiawen Deng Jiale Cheng Hao-Lun Sun Zhexin Zhang Minlie Huang LM&MA ELM 26 15 0 18 Feb 2023
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints Albert Lu Hongxin Zhang Yanzhe Zhang Xuezhi Wang Diyi Yang LRM 24 28 0 17 Feb 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts Chandrayee Basu Rosni Vasu Michihiro Yasunaga Qiang Yang 19 16 0 17 Feb 2023
Conveying the Predicted Future to Users: A Case Study of Story Plot Prediction Huang Chieh-Yang Saniya Naphade Kavya Laalasa Karanam Ting-Hao 'Kenneth' Huang 20 3 0 17 Feb 2023
Pretraining Language Models with Human Preferences Tomasz Korbak Kejian Shi Angelica Chen Rasika Bhalerao C. L. Buckley Jason Phang Sam Bowman Ethan Perez ALM SyDa 25 205 0 16 Feb 2023
Adding Instructions during Pretraining: Effective Way of Controlling Toxicity in Language Models Shrimai Prabhumoye M. Patwary M. Shoeybi Bryan Catanzaro LM&MA 27 19 0 14 Feb 2023
Modeling Complex Event Scenarios via Simple Entity-focused Questions Mahnaz Koupaee Greg Durrett Nathanael Chambers Niranjan Balasubramanian 22 1 0 14 Feb 2023
Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue Hsuan Su Shachi H. Kumar Sahisnu Mazumder Wenda Chen R. Manuvinakurike Eda Okur Saurav Sahay L. Nachman Shang-Tse Chen Hung-yi Lee 23 3 0 12 Feb 2023
Transformer models: an introduction and catalog X. Amatriain Ananth Sankar Jie Bing Praveen Kumar Bodigutla Timothy J. Hazen Michaeel Kazi 19 50 0 12 Feb 2023
Adversarial Transformer Language Models for Contextual Commonsense Inference Pedro Colon-Hernandez H. Lieberman Yida Xin Claire Yin C. Breazeal Peter Chin 11 2 0 10 Feb 2023
GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers Pedro Sarmento Adarsh Kumar Yu-Hua Chen CJ Carr Zack Zukowski M. Barthet 49 20 0 10 Feb 2023