GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
GitHub

Fetch an entire site and use it as an MCP Server

Use -t, --tool-name-strategy to specify the tool name strategy, it will be used as the MCP server name (default: domain). This will be used as the MCP server name. Use -l, --max-length to specify the ...
IEEE

Overcoming Client Data Deficiency in Federated Learning by Exploiting Unlabeled Data on the Server

Abstract: Federated Learning (FL) is a distributed machine learning paradigm involving multiple clients to train a server model. In practice, clients often possess limited data and are not always ...
IEEE

A Survey on Parameter Server Architecture: Approaches for Optimizing Distributed Centralized Learning

Abstract: Deep learning has emerged as a cornerstone technology across various domains, from image classification to natural language processing. However, the computational and data demands of ...