Open will-ww opened 2 months ago
近两年ICDE接收的文章中,有几篇关于数据增强、数据集、工具、大模型、图深度学习相关的文章值得参考~
Industry and Application Papers: CoachLM- Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning.pdf InferTurbo_A_Scalable_System_for_Boosting_Full-graph_Inference_of_Graph_Neural_Network_over_Huge_Graphs.pdf ResuFormer_Semantic_Structure_Understanding_for_Resumes_via_Multi-Modal_Pre-training.pdf
Data Engineering Future Technologies: Applications and Challenges for Large Language Models- From Data Management Perspective..pdf
Demonstrations: GA-Tags- Data Enrichment with an Automatic Tagging System Utilizing Large Language Models.pdf d_{symb} playground- an interactive tool to explore large multivariate time series datasets.pdf GraphLingo- Domain Knowledge Exploration by Synchronizing Knowledge Graphs and Large Language Models.pdf Chat2Query- A Zero-Shot Automatic Exploratory Data Analysis System with Large Language Models.pdf
VLDB_2024_Demo__OSSInsights.pdf
OSSInsights 的 Demo 发到了 VLDB 上,对我们来说是一个不错的借鉴,从数据管理的角度来看~
Description
ICDE 2025 在香港举行,几个 track 值得投稿~
1、Industry and Application Papers
2、Data Engineering Future Technologies
3、Demonstrations
4、Tutorials