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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
Teaching Large Language Models to Reason through Learning and Forgetting Tianwei Ni Allen Nie Sapana Chaudhary Yao Liu Huzefa Rangwala Rasool Fakoor ReLM CLL LRM 468 0 0 15 Apr 2025
Looking beyond the next token Abitha Thankaraj Yiding Jiang J. Zico Kolter Yonatan Bisk LRM 125 1 0 15 Apr 2025
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning Prabhat Pandey Rupak Vignesh Swaminathan K V Vijay Girish Arunasish Sen Jian Xie Grant P. Strimel Andreas Schwarz 442 2 0 12 Apr 2025
The Challenge of Achieving Attributability in Multilingual Table-to-Text Generation with Question-Answer Blueprints Aden Haussmann LMTD 153 0 0 29 Mar 2025
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression Networks Amanda Bertschinger James P. Bagrow Joshua Bongard 146 1 0 24 Feb 2025
Repetition Neurons: How Do Language Models Produce Repetitions? Tatsuya Hiraoka Kentaro Inui MILM 134 9 0 21 Feb 2025
Slamming: Training a Speech Language Model on One GPU in a Day Gallil Maimon Avishai Elmakies Yossi Adi 83 3 0 19 Feb 2025
Model-Based Offline Reinforcement Learning with Reliability-Guaranteed Sequence Modeling Shenghong He OffRL 479 0 0 10 Feb 2025
High-Fidelity Simultaneous Speech-To-Speech Translation Tom Labiausse Laurent Mazaré Edouard Grave P. Pérez Alexandre Défossez Neil Zeghidour 480 1 0 05 Feb 2025
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts Helia Hashemi J. Eisner Corby Rosset Benjamin Van Durme Chris Kedzie 138 4 0 03 Jan 2025
A Survey of Controllable Learning: Methods and Applications in Information Retrieval Chenglei Shen Xiao Zhang Teng Shi Changshuo Zhang Guofu Xie Jun Xu 137 6 0 03 Jan 2025
PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health Huy-Hien Vu Huy Anh Nguyen Adithya Ganesan Swanie Juhng Oscar Kjell ... Margaret L. Kern Ryan L. Boyd L. Ungar H. Andrew Schwartz J. Eichstaedt 145 0 0 03 Jan 2025
Non-Halting Queries: Exploiting Fixed Points in LLMs Ghaith Hammouri Kemal Derya B. Sunar 68 0 0 08 Oct 2024
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 237 3 0 17 Aug 2024
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 98 3 0 12 Jul 2024
From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty Maor Ivgi Ori Yoran Jonathan Berant Mor Geva HILM 118 8 0 08 Jul 2024
A Framework for Real-time Safeguarding the Text Generation of Large Language Model Ximing Dong Dayi Lin Shaowei Wang Ahmed E. Hassan 123 1 0 29 Apr 2024
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation Zhexin Zhang Jiale Cheng Hao Sun Jiawen Deng Fei Mi Yasheng Wang Lifeng Shang Minlie Huang SILM 141 9 0 04 Dec 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 121 15 0 11 Jun 2022
Computer-Generated Music for Tabletop Role-Playing Games Lucas N. Ferreira Levi H. S. Lelis E. Whitehead 155 44 0 16 Aug 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 550 10,591 0 17 Feb 2020
How Decoding Strategies Affect the Verifiability of Generated Text Luca Massarelli Fabio Petroni Aleksandra Piktus Myle Ott Tim Rocktaschel Vassilis Plachouras Fabrizio Silvestri Sebastian Riedel 118 50 0 09 Nov 2019
Pretrained AI Models: Performativity, Mobility, and Change Lav Varshney N. Keskar R. Socher 60 20 0 07 Sep 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models Thomas Scialom Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 76 150 0 04 Sep 2019
SumQE: a BERT-based Summary Quality Estimation Model Stratos Xenouleas Prodromos Malakasiotis Marianna Apidianaki Ion Androutsopoulos 59 37 0 02 Sep 2019
Neural Text Summarization: A Critical Evaluation Wojciech Kry'sciñski N. Keskar Bryan McCann Caiming Xiong R. Socher 90 367 0 23 Aug 2019
Neural Text Generation with Unlikelihood Training Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Kyunghyun Cho Jason Weston MU 68 583 0 12 Aug 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 108 624 0 22 Jul 2019
Large Memory Layers with Product Keys Guillaume Lample Alexandre Sablayrolles MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou MoE 67 135 0 10 Jul 2019
Tagged Back-Translation Isaac Caswell Ciprian Chelba David Grangier 123 220 0 15 Jun 2019
Unsupervised Question Answering by Cloze Translation Patrick Lewis Ludovic Denoyer Sebastian Riedel 51 139 0 12 Jun 2019
Explain Yourself! Leveraging Language Models for Commonsense Reasoning Nazneen Rajani Bryan McCann Caiming Xiong R. Socher ReLM LRM 99 566 0 06 Jun 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 140 1,032 0 29 May 2019
Generating Long Sequences with Sparse Transformers R. Child Scott Gray Alec Radford Ilya Sutskever 136 1,919 0 23 Apr 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 209 3,213 0 22 Apr 2019
Unifying Question Answering, Text Classification, and Regression via Span Extraction N. Keskar Bryan McCann Caiming Xiong R. Socher BDL 62 21 0 19 Apr 2019
Filling Gender & Number Gaps in Neural Machine Translation with Black-box Context Injection Amit Moryossef Roee Aharoni Yoav Goldberg 46 52 0 08 Mar 2019
Memory-Efficient Adaptive Optimization Rohan Anil Vineet Gupta Tomer Koren Y. Singer ODL 79 49 0 30 Jan 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 116 2,751 0 22 Jan 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 263 3,747 0 09 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Model Cards for Model Reporting Margaret Mitchell Simone Wu Andrew Zaldivar Parker Barnes Lucy Vasserman Ben Hutchinson Elena Spitzer Inioluwa Deborah Raji Timnit Gebru 144 1,910 0 05 Oct 2018
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 215 2,703 0 25 Sep 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 149 646 0 20 Jun 2018
A Simple Method for Commonsense Reasoning Trieu H. Trinh Quoc V. Le LRM ReLM 102 434 0 07 Jun 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 183 1,631 0 13 May 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 100 559 0 30 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,201 0 20 Apr 2018
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost Noam M. Shazeer Mitchell Stern ODL 86 1,053 0 11 Apr 2018
Fast Decoding in Sequence Models using Discrete Latent Variables Łukasz Kaiser Aurko Roy Ashish Vaswani Niki Parmar Samy Bengio Jakob Uszkoreit Noam M. Shazeer 83 232 0 09 Mar 2018