Pretrained Language Models for Text Generation: A Survey

14 January 2022

Papers citing "Pretrained Language Models for Text Generation: A Survey"

50 / 85 papers shown

Title
Large Language Models for Computer-Aided Design: A Survey Licheng Zhang Bach Le Naveed Akhtar Siew-Kei Lam Tuan Ngo 3DV AI4CE 32 0 0 13 May 2025
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Daria Alexander Arjen P. de Vries 41 0 0 30 Apr 2025
What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns Michael A. Hedderich Anyi Wang Raoyuan Zhao Florian Eichin Barbara Plank 30 0 0 22 Apr 2025
Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation Teng Shi Jun Xu Xiao Zhang Xiaoxue Zang Kai Zheng Yang Song Han Li RALM 3DV 38 0 0 08 Apr 2025
SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection Mingqing Zhang Qiang Liu Xiang Tao Shu Wu Liang Wang 22 0 0 07 Apr 2025
A Survey of Large Language Models in Mental Health Disorder Detection on Social Media Zhuohan Ge Nicole Hu Darian Li Yubo Wang Shihao Qi Yuming Xu Han Shi J. Zhang AI4MH 56 0 0 03 Apr 2025
Beyond Single-Sentence Prompts: Upgrading Value Alignment Benchmarks with Dialogues and Stories Y. Zhang Qimeng Liu Qiuchi Li Peng Zhang Jing Qin AAML 33 1 0 28 Mar 2025
A Novel Hat-Shaped Device-Cloud Collaborative Inference Framework for Large Language Models Zuan Xie Yang Xu Hongli Xu Yunming Liao Zhiwei Yao 49 0 0 23 Mar 2025
A Context-Driven Training-Free Network for Lightweight Scene Text Segmentation and Recognition Ritabrata Chakraborty Shivakumara Palaiahnakote Umapada Pal Cheng-Lin Liu VLM 47 0 0 19 Mar 2025
Empowering Time Series Analysis with Synthetic Data: A Survey and Outlook in the Era of Foundation Models Xu Liu Taha Aksu Juncheng Liu Qingsong Wen Yuxuan Liang Caiming Xiong S. Doyen Sahoo Junnan Li Chenghao Liu AI4TS 45 0 0 14 Mar 2025
Exploring LLM Agents for Cleaning Tabular Machine Learning Datasets Tommaso Bendinelli Artur Dox Christian Holz LLMAG 63 0 0 09 Mar 2025
NutriGen: Personalized Meal Plan Generator Leveraging Large Language Models to Enhance Dietary and Nutritional Adherence Saman Khamesian Asiful Arefeen Stephanie M. Carpenter Hassan Ghasemzadeh 53 0 0 28 Feb 2025
A Deep User Interface for Exploring LLaMa Divya Perumal Swaroop Panda 41 0 0 28 Feb 2025
WhatELSE: Shaping Narrative Spaces at Configurable Level of Abstraction for AI-bridged Interactive Storytelling Zhuoran Lu Qian Zhou Yi Wang 54 0 0 25 Feb 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models X. Liu Siyuan Liang M. Han Yong Luo Aishan Liu Xiantao Cai Zheng He Dacheng Tao AAML SILM ELM 34 1 0 22 Feb 2025
CoKV: Optimizing KV Cache Allocation via Cooperative Game Qiheng Sun Hongwei Zhang Haocheng Xia Jiayao Zhang Jinfei Liu Kui Ren VLM 37 0 0 21 Feb 2025
UniGuardian: A Unified Defense for Detecting Prompt Injection, Backdoor Attacks and Adversarial Attacks in Large Language Models Huawei Lin Yingjie Lao Tong Geng Tan Yu Weijie Zhao AAML SILM 79 2 0 18 Feb 2025
From Text to Trust: Empowering AI-assisted Decision Making with Adaptive LLM-powered Analysis Zhuoyan Li Hangxiao Zhu Zhuoran Lu Ziang Xiao Ming Yin 47 0 0 17 Feb 2025
Risk-Aware Distributional Intervention Policies for Language Models Bao Nguyen Binh Nguyen Duy Nguyen V. Nguyen 28 1 0 28 Jan 2025
Consistency of Responses and Continuations Generated by Large Language Models on Social Media Wenlu Fan Y. X. Zhu Chenyang Wang Bin Wang Wentao Xu 57 1 0 14 Jan 2025
BeliN: A Novel Corpus for Bengali Religious News Headline Generation using Contextual Feature Fusion Md Osama Ashim Dey Kawsar Ahmed Muhammad Ashad Kabir 44 0 0 03 Jan 2025
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Yitong Zhou Mingyue Cheng Qingyang Mao Qi Liu F. Xu Xin Li Enhong Chen LMTD 37 0 0 30 Dec 2024
Paraformer: Parameterization of Sub-grid Scale Processes Using Transformers Shuochen Wang Nishant Yadav A. Ganguly AI4CE 70 0 0 21 Dec 2024
Multi-Bin Batching for Increasing LLM Inference Throughput Ozgur Guldogan Jackson Kunde Kangwook Lee Ramtin Pedarsani LRM 62 2 0 03 Dec 2024
Can LLMs be Good Graph Judger for Knowledge Graph Construction? Haoyu Huang C. L. P. Chen Conghui He Yang Li Jiawei Jiang W. Zhang 79 1 0 26 Nov 2024
Watermarking Generative Categorical Data Bochao Gu Hengzhi He Guang Cheng WaLM 37 0 0 16 Nov 2024
Evaluating Large Language Models on Financial Report Summarization: An Empirical Study Xinqi Yang Scott Zang Yong Ren Dingjie Peng Zheng Wen 28 0 0 11 Nov 2024
GPT for Games: An Updated Scoping Review (2020-2024) Daijin Yang Erica Kleinman Casper Harteveld LLMAG AI4TS AI4CE 46 3 0 01 Nov 2024
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges Farid Ariai Gianluca Demartini ELM AILaw VLM 36 4 0 25 Oct 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 28 0 0 24 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies L. Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 44 3 0 24 Oct 2024
Analyzing Nobel Prize Literature with Large Language Models Yang Zhenyuan Liu Zhengliang Zhang Jing Lu Cen Tai Jiaxin ... Ge Bao Zhang Wei Qiang Ning Zhang Tuo Liu Tianming 28 3 0 22 Oct 2024
Integrating Planning into Single-Turn Long-Form Text Generation Yi Liang You Wu Honglei Zhuang Li Chen Jiaming Shen ... Zhen Qin Sumit Sanghai Xuanhui Wang Carl Yang Michael Bendersky 48 3 0 08 Oct 2024
Leveraging free energy in pretraining model selection for improved fine-tuning Michael Munn Susan Wei 24 0 0 08 Oct 2024
Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective Jinhao Li Jiaming Xu Shan Huang Yonghua Chen Wen Li ... Jiayi Pan Li Ding Hao Zhou Yu Wang Guohao Dai 57 15 0 06 Oct 2024
On the Influence of Gender and Race in Romantic Relationship Prediction from Large Language Models Abhilasha Sancheti Haozhe An Rachel Rudinger 34 0 0 05 Oct 2024
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting Zhepeng Wang Runxue Bao Yawen Wu Jackson Taylor Cao Xiao Feng Zheng Weiwen Jiang Shangqian Gao Yanfu Zhang PILM 39 7 0 20 Sep 2024
MGSA: Multi-Granularity Graph Structure Attention for Knowledge Graph-to-Text Generation Shanshan Wang C. Zhang Ning Zhang 26 0 0 16 Sep 2024
Synthetic4Health: Generating Annotated Synthetic Clinical Letters Libo Ren Samuel Belkadi Lifeng Han Warren Del-Pinto Goran Nenadic SyDa 32 1 0 14 Sep 2024
DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization Pucheng Dang Xing Hu Dong Li Rui Zhang Qi Guo Kaidi Xu DiffM 31 5 0 18 Aug 2024
Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It? Anupama Chingacham Miaoran Zhang Vera Demberg Dietrich Klakow 33 0 0 07 Aug 2024
A Convex-optimization-based Layer-wise Post-training Pruner for Large Language Models Pengxiang Zhao Hanyu Hu Ping Li Yi Zheng Zhefeng Wang Xiaoming Yuan 28 1 0 07 Aug 2024
A Systematic Review on Long-Tailed Learning Chongsheng Zhang G. Almpanidis Gaojuan Fan Binquan Deng Yanbo Zhang Ji Liu Aouaidjia Kamel Paolo Soda Joao Gama 25 6 0 01 Aug 2024
Adaptive Pre-training Data Detection for Large Language Models via Surprising Tokens Anqi Zhang Chaofeng Wu 28 4 0 30 Jul 2024
Machine Unlearning in Generative AI: A Survey Zheyuan Liu Guangyao Dou Zhaoxuan Tan Yijun Tian Meng-Long Jiang MU 31 13 0 30 Jul 2024
Fairness Definitions in Language Models Explained Thang Viet Doan Zhibo Chu Zichong Wang Wenbin Zhang ALM 50 10 0 26 Jul 2024
PenHeal: A Two-Stage LLM Framework for Automated Pentesting and Optimal Remediation Junjie Huang Quanyan Zhu 17 16 0 25 Jul 2024
Enhancing Graph Neural Networks with Limited Labeled Data by Actively Distilling Knowledge from Large Language Models Quan Li Tianxiang Zhao Lingwei Chen Junjie Xu Suhang Wang AI4CE 39 0 0 19 Jul 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 60 3 0 01 Jul 2024
Adaptive Draft-Verification for Efficient Large Language Model Decoding Xukun Liu Bowen Lei Ruqi Zhang Dongkuan Xu 30 3 0 27 Jun 2024