HKUSTDial / awesome-data-agentsLinks
Continuously updated paper list on advancements in Data Agents. Companion repo to our paper "A Survey of Data Agents: Emerging Paradigm or Overstated Hype?"
β388Updated last week
Alternatives and similar repositories for awesome-data-agents
Users that are interested in awesome-data-agents are comparing it to the libraries listed below
Sorting:
- π₯[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"β145Updated last month
- Official Repository of "LLM Γ DATA" Survey Paperβ688Updated 2 weeks ago
- Awesome Deep Research list! For more details, please refer to our survey paper -- A Comprehensive Survey of Deep Research: Systems, Methoβ¦β406Updated 3 months ago
- Agentic RAG R1 Framework via Reinforcement Learningβ380Updated last week
- π₯[VLDB'24] Official repository for the paper βThe Dawn of Natural Language to SQL: Are We Fully Ready?ββ140Updated 4 months ago
- π₯[SIGKDD'25] NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.β30Updated 4 months ago
- β470Updated 6 months ago
- β535Updated last year
- [NeurIPS'25] Official Repository for the Paper "SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning"β125Updated 2 months ago
- π₯[NeurIPS'24] Official repository for the paper βAre Large Language Models Good Statisticians?ββ32Updated 9 months ago
- A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Explorationβ124Updated 6 months ago
- [VLDB' 25] Synthesizing High-quality Text-to-SQL Data at Scale. SynSQL-2.5M is the first million-scale cross-domain text-to-SQL dataset.β421Updated 5 months ago
- This is the reading list for the survey "A Survey on the Optimization of LLM-based Agents ". We will keep adding papers and improving theβ¦β189Updated 7 months ago
- A Systematic Survey of Deep Researchβ302Updated last month
- β26Updated 8 months ago
- π‘ Awesome RAG: A resource of Retrieval-Augmented Generation (RAG) for LLMs, focusing on the development of technology.β423Updated 3 weeks ago
- π₯π₯π₯ ICLR 2025 Oral. Automating Agentic Workflow Generation.β424Updated last month
- β105Updated 3 months ago
- This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practβ¦β1,302Updated last week
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurizationβ158Updated last month
- β264Updated 10 months ago
- A Survey of Personalization: From RAG to Agentβ99Updated 6 months ago
- The paper list of "Memory in the Age of AI Agents: A Survey"β1,179Updated this week
- Scaling Deep Research via Reinforcement Learning in Real-world Environments.β699Updated 3 months ago
- Awesome List for Agentic RLβ787Updated 2 months ago
- Official repository for the paper "EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing".β22Updated 6 months ago
- [Up-to-date] Awesome Agentic Deep Research Resourcesβ635Updated 3 weeks ago
- β87Updated 10 months ago
- DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agentsβ576Updated this week
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learningβ687Updated 6 months ago