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A Survey on Data Synthesis and Augmentation for Large Language Models

A Survey on Data Synthesis and Augmentation for Large Language Models

16 October 2024
Ke Wang
Jiahui Zhu
Minjie Ren
Ziqiang Liu
Shiwei Li
Zongye Zhang
Yiming Lei
Xiaoyu Wu
Qiqi Zhan
Qingjie Liu
Yunhong Wang
    SyDa
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Papers citing "A Survey on Data Synthesis and Augmentation for Large Language Models"

15 / 15 papers shown
Title
NeuroGen: Neural Network Parameter Generation via Large Language Models
NeuroGen: Neural Network Parameter Generation via Large Language Models
Jiaqi Wang
Yusen Zhang
Xi Li
7
0
0
18 May 2025
A Data Synthesis Method Driven by Large Language Models for Proactive Mining of Implicit User Intentions in Tourism
A Data Synthesis Method Driven by Large Language Models for Proactive Mining of Implicit User Intentions in Tourism
Jinqiang Wang
Huansheng Ning
Tao Zhu
Jianguo Ding
7
0
0
14 May 2025
SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding
SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding
Yiming Lei
Chenkai Zhang
Ziqiang Liu
Haitao Leng
Shaoguo Liu
Tingting Gao
Qingjie Liu
Yunhong Wang
AI4TS
56
0
0
30 Apr 2025
Advancing Embodied Agent Security: From Safety Benchmarks to Input Moderation
Advancing Embodied Agent Security: From Safety Benchmarks to Input Moderation
Ning Wang
Zihan Yan
W. Li
Chuan Ma
H. Chen
Tao Xiang
AAML
53
0
0
22 Apr 2025
SkeletonX: Data-Efficient Skeleton-based Action Recognition via Cross-sample Feature Aggregation
SkeletonX: Data-Efficient Skeleton-based Action Recognition via Cross-sample Feature Aggregation
Zongye Zhang
Wenrui Cai
Qingjie Liu
Yanjie Wang
39
0
0
16 Apr 2025
A Survey of Large Language Models in Mental Health Disorder Detection on Social Media
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
69
0
0
03 Apr 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality
Ziyue Huang
Hongxi Yan
Qiqi Zhan
Shuai Yang
Mingming Zhang
Yiming Lei
Chenkai Zhang
Zeming Liu
Qingjie Liu
Yansen Wang
54
0
0
28 Mar 2025
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking
Wenrui Cai
Qingjie Liu
Yansen Wang
MoE
70
0
0
24 Mar 2025
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning
Sheng Wang
Pengan Chen
Jingqi Zhou
Qintong Li
Jingwei Dong
Jiahui Gao
Boyang Xue
Jiyue Jiang
Lingpeng Kong
Chuan Wu
SyDa
66
0
0
21 Mar 2025
Synthetic Data Generation Using Large Language Models: Advances in Text and Code
Synthetic Data Generation Using Large Language Models: Advances in Text and Code
Mihai Nadas
Laura Diosan
Andreea Tomescu
SyDa
77
2
0
18 Mar 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning
Jia Zhang
Chen-Xi Zhang
Yong-Jin Liu
Yi-Xuan Jin
Xiao-Wen Yang
Bo Zheng
Yi Liu
Lan-Zhe Guo
49
2
0
14 Mar 2025
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks
Lutfi Eren Erdogan
Nicholas Lee
Sehoon Kim
Suhong Moon
Hiroki Furuta
Gopala Anumanchipalli
Kemal Kurniawan
Amir Gholami
LLMAG
LM&Ro
AIFin
78
2
0
12 Mar 2025
OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images
OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images
Ziyue Huang
Yongchao Feng
Shuai Yang
Ziqiang Liu
Qingjie Liu
Yansen Wang
ObjD
226
0
0
08 Mar 2025
A Comprehensive Survey on Data Augmentation
A Comprehensive Survey on Data Augmentation
Zaitian Wang
Pengfei Wang
Kunpeng Liu
Pengyang Wang
Yanjie Fu
Chang-Tien Lu
Charu Aggarwal
Jian Pei
Yuanchun Zhou
ViT
109
23
0
15 May 2024
Learning Evaluation Models from Large Language Models for Sequence Generation
Learning Evaluation Models from Large Language Models for Sequence Generation
Chenglong Wang
Hang Zhou
Kai-Chun Chang
Tongran Liu
Chunliang Zhang
Quan Du
Tong Xiao
Yue Zhang
Jingbo Zhu
ELM
46
3
0
08 Aug 2023
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