CTRL: A Conditional Transformer Language Model for Controllable Generation

11 September 2019

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

50 / 761 papers shown

Title
LZ Penalty: An information-theoretic repetition penalty for autoregressive language models Antonio A. Ginart Naveen Kodali J. Lee Caiming Xiong S. John Emmons 24 0 0 28 Apr 2025
When Does Metadata Conditioning (NOT) Work for Language Model Pre-Training? A Study with Context-Free Grammars Rei Higuchi Ryotaro Kawata Naoki Nishikawa Kazusato Oko Shoichiro Yamaguchi Sosuke Kobayashi Seiya Tokui K. Hayashi Daisuke Okanohara Taiji Suzuki AI4CE 35 0 0 24 Apr 2025
Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation Mingwei Liu Juntao Li Ying Wang Xueying Du Zuoyu Ou ... Zhao Wei Y. Xu Fangming Zou Xin Peng Yiling Lou 38 0 0 17 Apr 2025
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 95 0 0 15 Apr 2025
Looking beyond the next token Abitha Thankaraj Yiding Jiang J. Zico Kolter Yonatan Bisk LRM 57 1 0 15 Apr 2025
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning Prabhat Pandey R. Swaminathan K V Vijay Girish Arunasish Sen Jian Xie Grant P. Strimel Andreas Schwarz 90 0 0 12 Apr 2025
The Challenge of Achieving Attributability in Multilingual Table-to-Text Generation with Question-Answer Blueprints Aden Haussmann LMTD 52 0 0 29 Mar 2025
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization Zhouhong Gu Xingzhou Chen Xiaoran Shi Tao Wang Suhang Zheng Tianyu Li Hongwei Feng Yanghua Xiao 67 0 0 26 Mar 2025
What's Producible May Not Be Reachable: Measuring the Steerability of Generative Models Keyon Vafa Sarah Bentley Jon M. Kleinberg S. Mullainathan 38 0 0 21 Mar 2025
LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates Ying Shen Lifu Huang 47 1 0 20 Mar 2025
Benchmarking Large Language Models for Handwritten Text Recognition Giorgia Crosilla Lukas Klic Giovanni Colavizza 38 0 0 19 Mar 2025
Palette of Language Models: A Solver for Controlled Text Generation Zhe Yang Yi Huang Yaqin Chen Xiaoting Wu Junlan Feng Chao Deng 44 0 0 14 Mar 2025
Enhancing High-Quality Code Generation in Large Language Models with Comparative Prefix-Tuning Yuan Jiang Yujian Zhang Liang Lu Christoph Treude Xiaohong Su Shan Huang Tiantian Wang ALM 61 0 0 12 Mar 2025
Beyond One-Size-Fits-All Summarization: Customizing Summaries for Diverse Users Mehmet Samet Duran Tevfik Aytekin 50 0 0 10 Mar 2025
Dynamic Knowledge Integration for Evidence-Driven Counter-Argument Generation with Large Language Models Anar Yeginbergen Maite Oronoz Rodrigo Agerri 45 0 0 07 Mar 2025
Learning from Noisy Labels with Contrastive Co-Transformer Yan Han S. Roy Mehrtash Harandi L. Petersson NoLa 61 0 0 04 Mar 2025
From Hours to Minutes: Lossless Acceleration of Ultra Long Sequence Generation up to 100K Tokens Tong Wu Junzhe Shen Zixia Jia Y. Wang Zilong Zheng 80 0 0 26 Feb 2025
Synthetic Text Generation for Training Large Language Models via Gradient Matching Dang Nguyen Zeman Li M. Bateni Vahab Mirrokni Meisam Razaviyayn Baharan Mirzasoleiman 42 0 0 24 Feb 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 86 3 0 24 Feb 2025
Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style Xueran Han Yuhan Liu Mingzhe Li W. Liu Sen Hu Rui Yan Zhiqiang Xu Xiuying Chen 62 0 0 24 Feb 2025
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression Networks Amanda Bertschinger James P. Bagrow Joshua Bongard 76 1 0 24 Feb 2025
Towards Conditioning Clinical Text Generation for User Control Osman Alperen Koras Rabi Bahnan Jens Kleesiek Amin Dada 31 0 0 24 Feb 2025
Repetition Neurons: How Do Language Models Produce Repetitions? Tatsuya Hiraoka Kentaro Inui MILM 73 6 0 21 Feb 2025
Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models Ranjan Sapkota Shaina Raza Manoj Karkee 40 4 0 21 Feb 2025
Slamming: Training a Speech Language Model on One GPU in a Day Gallil Maimon Avishai Elmakies Yossi Adi 38 3 0 19 Feb 2025
Model-Based Offline Reinforcement Learning with Reliability-Guaranteed Sequence Modeling Shenghong He OffRL 129 0 0 10 Feb 2025
$\Éclair -- Extracting Content and Layout with Integrated Reading Order for Documents$ \Éclair -- Extracting Content and Layout with Integrated Reading Order for Documents Ilia Karmanov A. Deshmukh Lukas Voegtle Philipp Fischer Kateryna Chumachenko ... Jarno Seppänen Jupinder Parmar Joseph Jennings Andrew Tao Karan Sapra 68 0 0 06 Feb 2025
High-Fidelity Simultaneous Speech-To-Speech Translation Tom Labiausse Laurent Mazaré Edouard Grave P. Pérez Alexandre Défossez Neil Zeghidour 130 0 0 05 Feb 2025
Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Xinyao Ma Rui Zhu Zihao Wang Jingwei Xiong Qingyu Chen Haixu Tang L. Jean Camp Lucila Ohno-Machado LM&MA 44 0 0 12 Jan 2025
Clinical Insights: A Comprehensive Review of Language Models in Medicine Nikita Neveditsin Pawan Lingras V. Mago LM&MA 52 3 0 08 Jan 2025
TARDiS : Text Augmentation for Refining Diversity and Separability Kyungmin Kim Sanghun Im Gibaeg Kim Heung-Seon Oh VLM 26 0 0 06 Jan 2025
PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health Huy-Hien Vu Huy Anh Nguyen Adithya V Ganesan Swanie Juhng O. Kjell ... Margaret L. Kern Ryan L. Boyd L. Ungar H. A. Schwartz J. Eichstaedt 72 0 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 63 5 0 03 Jan 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 68 1 0 03 Jan 2025
KITE-DDI: A Knowledge graph Integrated Transformer Model for accurately predicting Drug-Drug Interaction Events from Drug SMILES and Biomedical Knowledge Graph Azwad Tamir Jiann-Shiun Yuan 62 0 0 08 Dec 2024
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing Yen-Ju Lu Jing Liu Thomas Thebaud Laureano Moro Velázquez Ariya Rastrow Najim Dehak Jesus Villalba 74 1 0 05 Dec 2024
VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format Yueqian Wang Xiaojun Meng Y. Wang Jianxin Liang Jiansheng Wei Huishuai Zhang Dongyan Zhao VGen 83 8 0 27 Nov 2024
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 25 9 0 16 Nov 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning Xun Guo Shan Zhang Yongxin He Ting Zhang Wanquan Feng Haibin Huang Chongyang Ma DeLMO 40 4 0 28 Oct 2024
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework Yifan Wang Vera Demberg 24 0 0 24 Oct 2024
Cross-model Control: Improving Multiple Large Language Models in One-time Training Jiayi Wu Hao-Lun Sun Hengyi Cai Lixin Su S. Wang Dawei Yin Xiang Li Ming Gao MU 34 0 0 23 Oct 2024
Enhancing AI Assisted Writing with One-Shot Implicit Negative Feedback Benjamin Towle Ke Zhou 21 0 0 14 Oct 2024
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains Krithika Ramesh Nupoor Gandhi Pulkit Madaan Lisa Bauer Charith Peris Anjalie Field SyDa 30 1 0 10 Oct 2024
Generating Synthetic Datasets for Few-shot Prompt Tuning Xu Guo Zilin Du Boyang Li Chunyan Miao 31 1 0 08 Oct 2024
Non-Halting Queries: Exploiting Fixed Points in LLMs Ghaith Hammouri Kemal Derya B. Sunar 28 0 0 08 Oct 2024
Control Large Language Models via Divide and Conquer Bingxuan Li Yiwei Wang Tao Meng Kai-Wei Chang Nanyun Peng 24 0 0 06 Oct 2024
DiDOTS: Knowledge Distillation from Large-Language-Models for Dementia Obfuscation in Transcribed Speech Dominika Woszczyk Soteris Demetriou 25 0 0 05 Oct 2024
Human-aligned Chess with a Bit of Search Yiming Zhang Athul Paul Jacob Vivian Lai Daniel Fried Daphne Ippolito 21 1 0 04 Oct 2024
Large Language Models can be Strong Self-Detoxifiers Ching-Yun Ko Pin-Yu Chen Payel Das Youssef Mroueh Soham Dan Georgios Kollias Subhajit Chaudhury Tejaswini Pedapati Luca Daniel 26 2 0 04 Oct 2024
Conditional Enzyme Generation Using Protein Language Models with Adapters Jason Yang Aadyot Bhatnagar Jeffrey A. Ruffolo Ali Madani 26 4 0 04 Oct 2024