GQ

Ge Qu

cs.AIcs.CLcs.LG

On Valency

published · living versions

W_nemwv4j2·v1 · currentpublished

BIRD-RL: Scaling Agentic Reinforcement Learning over Stateful Data-Centric Environments

with Jinyang Li, Xiaohan Xu, Xiaolong Li, Bowen Qin +4

1 version

Preprints & journals

6 papers in the corpus · 2023–2026

BIRD-RL: Scaling Agentic Reinforcement Learning over Stateful Data-Centric Environments2610.29426v1 · Ge Qu, Jinyang Li, Xiaohan Xu et al.2026 · 0 citationsarXivon Valency

ORCA: Evaluating LLMs on Data Science Code Translation2609.30749v1 · Xiaolong Li, Jinyang Li, Bowen Qin et al.2026 · 0 citationsarXiv

BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation for Large Language Models via Lens of Dynamic Interactions2510.05318v3 · Nan Huo, Xiaohan Xu, Jinyang Li et al.2025 · 1 citationarXiv

Micro-Act: Mitigating Knowledge Conflict in LLM-based RAG via Actionable Self-Reasoning2506.05278v2 · Nan Huo, Jinyang Li, Bowen Qin et al.2025 · 0 citationsarXiv

Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents2403.05307v1 · Jinyang Li, Nan Huo, Yan Gao et al.2024 · 0 citationsarXiv

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs2305.03111v3 · Jinyang Li, Binyuan Hui, Ge Qu et al.2023 · 200 citationsarXiv

Career total: 11 works. 6 are in this corpus.

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