A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models

14 January 2022

Papers citing "A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models"

50 / 107 papers shown

Title
JaccDiv: A Metric and Benchmark for Quantifying Diversity of Generated Marketing Text in the Music Industry Anum Afzal Alexandre Mercier Florian Matthes 52 0 0 29 Apr 2025
Probing then Editing Response Personality of Large Language Models Tianjie Ju Zhenyu Shao B. Wang Y. Chen Zhuosheng Zhang Hao Fei M. Lee W. Hsu Sufeng Duan Gongshen Liu KELM 43 0 0 14 Apr 2025
Re-Imagining Multimodal Instruction Tuning: A Representation View Yiyang Liu James Liang Ruixiang Tang Yugyung Lee Majid Rabbani ... Raghuveer M. Rao Lifu Huang Dongfang Liu Qifan Wang Cheng Han 46 0 0 02 Mar 2025
Risk-Aware Distributional Intervention Policies for Language Models Bao Nguyen Binh Nguyen Duy Nguyen V. Nguyen 28 1 0 28 Jan 2025
Integrating remote sensing data assimilation, deep learning and large language model for interactive wheat breeding yield prediction Guofeng Yang Nanfei Jin Wenjie Ai Zhonghua Zheng Yuhong He Yong He 33 0 0 08 Jan 2025
TART: Token-based Architecture Transformer for Neural Network Performance Prediction Yannis Y. He 30 0 0 02 Jan 2025
A Review of Human Emotion Synthesis Based on Generative Technology Fei Ma Y. Li Yifan Xie Y. He Y. Zhang ... Z. Liu Wei Yao Fuji Ren Fei Richard Yu Shiguang Ni 76 0 0 10 Dec 2024
The Evolution and Future Perspectives of Artificial Intelligence Generated Content Chengzhang Zhu Luobin Cui Ying Tang Jiacun Wang 89 1 0 02 Dec 2024
Deep Insights into Cognitive Decline: A Survey of Leveraging Non-Intrusive Modalities with Deep Learning Techniques David Ortiz-Perez Manuel Benavent-Lledo José García Rodríguez David Tomás M. Flores Vizcaya-Moreno 18 0 0 24 Oct 2024
Estimating the Probabilities of Rare Outputs in Language Models Gabriel Wu Jacob Hilton AAML UQCV 35 2 0 17 Oct 2024
End-to-end Planner Training for Language Modeling Nathan Cornille Florian Mai Jingyuan Sun Marie-Francine Moens 18 0 0 16 Oct 2024
Improving Instruction-Following in Language Models through Activation Steering Alessandro Stolfo Vidhisha Balachandran Safoora Yousefi Eric Horvitz Besmira Nushi LLMSV 45 13 0 15 Oct 2024
Guaranteed Generation from Large Language Models Minbeom Kim Thibaut Thonet Jos Rozen Hwaran Lee Kyomin Jung Marc Dymetman 24 1 0 09 Oct 2024
Non-Halting Queries: Exploiting Fixed Points in LLMs Ghaith Hammouri Kemal Derya B. Sunar 26 0 0 08 Oct 2024
Using Prompts to Guide Large Language Models in Imitating a Real Person's Language Style Ziyang Chen Stylios Moscholios 29 4 0 04 Oct 2024
Plug-and-Play Controllable Generation for Discrete Masked Models Wei Guo Yuchen Zhu Molei Tao Yongxin Chen 32 1 0 03 Oct 2024
Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions Enamul Hoque Mohammed Saidul Islam 17 2 0 29 Sep 2024
Variational Search Distributions Daniel M. Steinberg Rafael Oliveira Cheng Soon Ong Edwin V. Bonilla 27 0 0 10 Sep 2024
LLM-based multi-agent poetry generation in non-cooperative environments Ran Zhang Steffen Eger LLMAG 29 5 0 05 Sep 2024
Data-Centric Approach to Constrained Machine Learning: A Case Study on Conway's Game of Life A. Bibin Anton Dereventsov 25 1 0 23 Aug 2024
Automated Educational Question Generation at Different Bloom's Skill Levels using Large Language Models: Strategies and Evaluation Nicy Scaria S. Chenna Deepak N. Subramani ELM AI4Ed 17 6 0 08 Aug 2024
Open-domain Implicit Format Control for Large Language Model Generation Yiqun Yao Wenjia Ma Xuezhi Fang Xin Jiang Xiang Li Xuying Meng Peng Han Jing Li Aixin Sun Yequan Wang 22 2 0 08 Aug 2024
Can LLMs "Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation Ziya Zhou Yuhang Wu Zhiyue Wu Xinyue Zhang Ruibin Yuan Yi Ma Lu Wang Emmanouil Benetos Wei Xue Yi-Ting Guo LRM 35 2 0 31 Jul 2024
Beyond Generative Artificial Intelligence: Roadmap for Natural Language Generation María Miró Maestre Iván Martínez-Murillo T. J. Martin Borja Navarro-Colorado Antonio Ferrández Rodríguez Armando Suárez Cueto Elena Lloret ELM LM&MA 27 0 0 15 Jul 2024
Artificial Inductive Bias for Synthetic Tabular Data Generation in Data-Scarce Scenarios Patricia A. Apellániz Ana Jiménez Borja Arroyo Galende J. Parras Santiago Zazo 38 0 0 03 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
Semantically Diverse Language Generation for Uncertainty Estimation in Language Models L. Aichberger Kajetan Schweighofer Mykyta Ielanskyi Sepp Hochreiter HILM 21 3 0 06 Jun 2024
GeoReasoner: Geo-localization with Reasoning in Street Views using a Large Vision-Language Model Ling Li Yu Ye Bingchuan Jiang Wei Zeng VLM LRM 18 0 0 03 Jun 2024
Detecting Hallucinations in Large Language Model Generation: A Token Probability Approach Ernesto Quevedo Jorge Yero Rachel Koerner Pablo Rivas Tomas Cerny HILM 28 12 0 30 May 2024
Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models V. Venkatasubramanian Arijit Chakraborty 25 8 0 29 May 2024
AI-Generated Text Detection and Classification Based on BERT Deep Learning Algorithm Hao Wang Jianwei Li Zhengyu Li DeLMO 90 14 0 26 May 2024
Deep Causal Generative Models with Property Control Qilong Zhao Shiyu Wang Guangji Bai Bo Pan Zhaohui Qin Liang Zhao 36 0 0 25 May 2024
A Survey of Generative Techniques for Spatial-Temporal Data Mining Qianru Zhang Haixin Wang Cheng Long Liangcai Su Xingwei He ... Tailin Wu Hongzhi Yin S. Yiu Qi Tian Christian S. Jensen AI4TS 44 7 0 15 May 2024
KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation Minsik Cho Mohammad Rastegari Devang Naik 16 4 0 08 May 2024
Controllable Text Generation in the Instruction-Tuning Era D. Ashok Barnabás Póczos 32 6 0 02 May 2024
Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub' Syed Hasib Akhter Faruqui Nazia Tasnim I. Basith Suleiman Obeidat Faruk Yildiz 19 2 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 20 1 0 29 Apr 2024
Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo Stephen Zhao Rob Brekelmans Alireza Makhzani Roger C. Grosse 21 9 0 26 Apr 2024
How Does Conversation Length Impact User's Satisfaction? A Case Study of Length-Controlled Conversations with LLM-Powered Chatbots Shih-Hong Huang Ya-Fang Lin Zeyu He Chieh-Yang Huang Ting-Hao 'Kenneth' Huang AI4MH 19 6 0 25 Apr 2024
Dragtraffic: A Non-Expert Interactive and Point-Based Controllable Traffic Scene Generation Framework Sheng Wang Ge Sun Fulong Ma Tianshuai Hu Yongkang Song Lei Zhu Ming-Yu Liu 19 2 0 19 Apr 2024
emrQA-msquad: A Medical Dataset Structured with the SQuAD V2.0 Framework, Enriched with emrQA Medical Information Jimenez Eladio Hao Wu 18 2 0 18 Apr 2024
Learning to Plan for Language Modeling from Unlabeled Data Nathan Cornille Marie-Francine Moens Florian Mai 30 7 0 31 Mar 2024
Quantum Natural Language Processing Dominic Widdows Willie Aboumrad Dohun Kim Sayonee Ray Jonathan Mei 30 7 0 28 Mar 2024
Opportunities and challenges in the application of large artificial intelligence models in radiology Liangrui Pan Zhenyu Zhao Ying Lu Kewei Tang Liyong Fu Qingchun Liang Shaoliang Peng LM&MA MedIm AI4CE 27 5 0 24 Mar 2024
Priority Sampling of Large Language Models for Compilers Dejan Grubisic Chris Cummins Volker Seeker Hugh Leather 21 2 0 28 Feb 2024
Metasql: A Generate-then-Rank Framework for Natural Language to SQL Translation Yuankai Fan Zhenying He Tonghui Ren Can Huang Yinan Jing Kai Zhang Xiaoyang Sean Wang 16 12 0 27 Feb 2024
From COBIT to ISO 42001: Evaluating Cybersecurity Frameworks for Opportunities, Risks, and Regulatory Compliance in Commercializing Large Language Models Timothy R. McIntosh Teo Susnjak Tong Liu Paul Watters Raza Nowrozy Malka N. Halgamuge ELM 27 7 0 24 Feb 2024
Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidance Linxi Zhao Yihe Deng Weitong Zhang Quanquan Gu MLLM 13 30 0 13 Feb 2024
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains Junhong Shen Neil Tenenholtz James Hall David Alvarez-Melis Nicolò Fusi 42 20 0 06 Feb 2024
BetterV: Controlled Verilog Generation with Discriminative Guidance Zehua Pei Hui-Ling Zhen M. Yuan Yu Huang Bei Yu 20 53 0 03 Feb 2024