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
Can Language Models Take A Hint? Prompting for Controllable Contextualized Commonsense Inference Pedro Colon-Hernandez Nanxi Liu Chelsea Joe Peter Chin Claire Yin H. Lieberman Yida Xin C. Breazeal ReLM LRM 40 1 0 03 Oct 2024
Causal Representation Learning with Generative Artificial Intelligence: Application to Texts as Treatments Kosuke Imai Kentaro Nakamura CML 24 4 0 01 Oct 2024
Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation Huangyu Dai Ben Chen Kaidi Chen Ying Han Zihan Liang Wen Jiang 27 0 0 30 Sep 2024
DetoxBench: Benchmarking Large Language Models for Multitask Fraud & Abuse Detection Joymallya Chakraborty Wei Xia Anirban Majumder Dan Ma Walid Chaabene Naveed Janvekar 19 2 0 09 Sep 2024
CBF-LLM: Safe Control for LLM Alignment Yuya Miyaoka Masaki Inoue 28 2 0 28 Aug 2024
A Survey of Large Language Models for European Languages Wazir Ali S. Pyysalo 39 2 0 27 Aug 2024
Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints Siyu Li Toan Tran Haowen Lin John Krumm Cyrus Shahabi Lingyi Zhao Khurram Hassan-Shafique Li Xiong AI4TS 27 0 0 25 Aug 2024
Survey: Transformer-based Models in Data Modality Conversion Elyas Rashno Amir Eskandari Aman Anand F. Zulkernine MedIm 33 0 0 08 Aug 2024
Simplifying Scholarly Abstracts for Accessible Digital Libraries Haining Wang Jason Clark 30 1 0 07 Aug 2024
Emotion-driven Piano Music Generation via Two-stage Disentanglement and Functional Representation Jingyue Huang Ke Chen Yi-Hsuan Yang CoGe 28 3 0 30 Jul 2024
Emotion-Driven Melody Harmonization via Melodic Variation and Functional Representation Jingyue Huang Yi-Hsuan Yang 27 2 0 29 Jul 2024
Small Molecule Optimization with Large Language Models Philipp Guevorguian Menua Bedrosian Tigran Fahradyan Gayane Chilingaryan Hrant Khachatrian Armen Aghajanyan 27 1 0 26 Jul 2024
Towards Aligning Language Models with Textual Feedback Sauc Abadal Lloret S. Dhuliawala K. Murugesan Mrinmaya Sachan VLM 38 1 0 24 Jul 2024
Structure-aware Domain Knowledge Injection for Large Language Models Kai-Chun Liu Ze Chen Zhihang Fu Rongxin Jiang Fan Zhou Yao-Shen Chen Yue-bo Wu Yue Wu Jieping Ye 47 1 0 23 Jul 2024
Attention Overflow: Language Model Input Blur during Long-Context Missing Items Recommendation Damien Sileo LRM RALM 34 0 0 18 Jul 2024
CodeV: Empowering LLMs with HDL Generation through Multi-Level Summarization Yang Zhao Di Huang Chongxiao Li Pengwei Jin Muxin Song ... Rui Zhang Xingui Hu Yunji Chen Qi Guo Xing Hu 67 22 0 15 Jul 2024
AutoGRAMS: Autonomous Graphical Agent Modeling Software Ben Krause Lucia Chen Emmanuel Kahembwe 29 1 0 14 Jul 2024
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer Yuanfei Huang Hua Huang ViT 45 1 0 12 Jul 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 35 2 0 12 Jul 2024
From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty Maor Ivgi Ori Yoran Jonathan Berant Mor Geva HILM 47 8 0 08 Jul 2024
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models Xavier Suau Pieter Delobelle Katherine Metcalf Armand Joulin N. Apostoloff Luca Zappella P. Rodríguez MU AAML 32 8 0 02 Jul 2024
Locate&Edit: Energy-based Text Editing for Efficient, Flexible, and Faithful Controlled Text Generation Hye Ryung Son Jay-Yoon Lee 33 0 0 30 Jun 2024
Fairness and Bias in Multimodal AI: A Survey Tosin P. Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 48 9 0 27 Jun 2024
Multi-property Steering of Large Language Models with Dynamic Activation Composition Daniel Scalena Gabriele Sarti Malvina Nissim KELM LLMSV AI4CE 19 13 0 25 Jun 2024
MPCODER: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning Zhenlong Dai Chang Yao WenKang Han Ying Yuan Zhipeng Gao Jingyuan Chen 24 10 0 25 Jun 2024
Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models? Gregor Geigle Radu Timofte Goran Glavas 35 0 0 20 Jun 2024
Data-Centric AI in the Age of Large Language Models Xinyi Xu Zhaoxuan Wu Rui Qiao Arun Verma Yao Shu ... Xiaoqiang Lin Wenyang Hu Zhongxiang Dai Pang Wei Koh Bryan Kian Hsiang Low ALM 40 2 0 20 Jun 2024
Quantifying Generative Media Bias with a Corpus of Real-world and Generated News Articles Filip Trhlik Pontus Stenetorp 21 6 0 16 Jun 2024
FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation Zijian Feng Hanzhang Zhou Zixiao Zhu Kezhi Mao 29 1 0 14 Jun 2024
Semantically Diverse Language Generation for Uncertainty Estimation in Language Models L. Aichberger Kajetan Schweighofer Mykyta Ielanskyi Sepp Hochreiter HILM 28 10 0 06 Jun 2024
From Tarzan to Tolkien: Controlling the Language Proficiency Level of LLMs for Content Generation Ali Malik Stephen Mayhew Chris Piech K. Bicknell 24 3 0 05 Jun 2024
Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training Maximillian Chen Ruoxi Sun Sercan Ö. Arik Tomas Pfister LLMAG 27 6 0 31 May 2024
Multi-Aspect Controllable Text Generation with Disentangled Counterfactual Augmentation Yi Liu Xiangyu Liu Xiangrong Zhu Wei Hu 21 2 0 30 May 2024
Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation Cyril Chhun Fabian M. Suchanek Chloé Clavel LRM 42 13 0 22 May 2024
Modeling Real-Time Interactive Conversations as Timed Diarized Transcripts Garrett Tanzer Gustaf Ahdritz Luke Melas-Kyriazi 18 1 0 21 May 2024
Adversarial DPO: Harnessing Harmful Data for Reducing Toxicity with Minimal Impact on Coherence and Evasiveness in Dialogue Agents San Kim Gary Geunbae Lee AAML 25 3 0 21 May 2024
ProtT3: Protein-to-Text Generation for Text-based Protein Understanding Zhiyuan Liu An Zhang Hao Fei Enzhi Zhang Xiang Wang Kenji Kawaguchi Tat-Seng Chua 52 16 0 21 May 2024
Identifying and Aligning Medical Claims Made on Social Media with Medical Evidence Anthony James Hughes Xingyi Song 18 1 0 18 May 2024
Generative Artificial Intelligence: A Systematic Review and Applications S. S. Sengar Affan Bin Hasan Sanjay Kumar Fiona Carroll MedIm 28 50 0 17 May 2024
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors Liam Dugan Alyssa Hwang Filip Trhlik Josh Magnus Ludan Andrew Zhu Hainiu Xu Daphne Ippolito Christopher Callison-Burch DeLMO AAML 33 40 0 13 May 2024
DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling Shikhar Tuli Chi-Heng Lin Yen-Chang Hsu N. Jha Yilin Shen Hongxia Jin AI4CE 27 1 0 01 May 2024
A Framework for Real-time Safeguarding the Text Generation of Large Language Model Ximing Dong Dayi Lin Shaowei Wang Ahmed E. Hassan 25 1 0 29 Apr 2024
Enhancing Pre-Trained Generative Language Models with Question Attended Span Extraction on Machine Reading Comprehension Lin Ai Zheng Hui Zizhou Liu Julia Hirschberg 27 1 0 27 Apr 2024
Continuous Language Model Interpolation for Dynamic and Controllable Text Generation Sara Kangaslahti David Alvarez-Melis KELM 29 0 0 10 Apr 2024
Plug and Play with Prompts: A Prompt Tuning Approach for Controlling Text Generation R. Ajwani Zining Zhu Jonathan Rose Frank Rudzicz 19 1 0 08 Apr 2024
Social Skill Training with Large Language Models Diyi Yang Caleb Ziems William B. Held Omar Shaikh Michael S. Bernstein John C. Mitchell LLMAG 43 8 0 05 Apr 2024
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation Chi-Min Chan Chunpu Xu Ruibin Yuan Hongyin Luo Wei Xue Yi-Ting Guo Jie Fu RALM 26 59 0 31 Mar 2024
Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning Yongqi Tong Dawei Li Sizhe Wang Yujia Wang Fei Teng Jingbo Shang LRM 32 46 0 29 Mar 2024
EAGLE: A Domain Generalization Framework for AI-generated Text Detection Amrita Bhattacharjee Raha Moraffah Joshua Garland Huan Liu DeLMO 29 5 0 23 Mar 2024
Information-Theoretic Distillation for Reference-less Summarization Jaehun Jung Ximing Lu Liwei Jiang Faeze Brahman Peter West Pang Wei Koh Yejin Choi 38 3 0 20 Mar 2024