Ruisheng Cao

20 papers · 2019–2025 · 8 conferences · across top CS/AI conferences

Achievements

+12 more ↓

🐝 Cross-Pollinator (5) 🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (6)

🌍 Conference Polyglot (8) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6) 👥 Mega-Team (23) 🤝 Dynamic Duo (18) 🌱 Topic Pioneer 🏆 Keyword Champion (2) 💎 Century Club (20) ⚡ Prolific Year (5) ❓ The Questioner 🗃️ Keyword Collector (79) 🔥 Unstoppable (7)

Conferences

ACL (9) NAACL (3) IJCNLP (2) NIPS (2) EMNLP (1) ICLR (1) ICML (1) INTERSPEECH (1)

Top co-authors

Kai Yu (18) Lu Chen (16) Su Zhu (10) Zhi Chen (7) Hanchong Zhang (6) Hongshen Xu (6) Yanbin Zhao (5) Tao Yu (3) Da Ma (3) Caiming Xiong (3)

Keywords

semantic parsing (7) line graph (3) graph neural network (3) benchmark evaluation (2) database schema (2) in-context learning (2) large language model (2) graph attention network (2) schema generalization (2) multimodal agent (2) heterogeneous graph (2) paraphrase generation (1) spoken language understanding (1) joint learning (1) semantic representation (1) self-supervised learning (1) abstract meaning representation (1) intent classification (1) few-shot learning (1) vision language model (1)

Papers

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows ICLR 2025 NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering ACL 2025 Reducing Tool Hallucination via Reliability Alignment ICML 2025 CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions NAACL 2024 Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? NIPS 2024 OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments NIPS 2024 ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023 SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling ACL 2023 Exploring Schema Generalizability of Text-to-SQL ACL 2023 CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset ACL 2023 TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages NAACL 2022 Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL ACL 2021 LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations IJCNLP 2021 Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL IJCNLP 2021 ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser NAACL 2021 LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations ACL 2021 Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks ACL 2020 Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding INTERSPEECH 2020 Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing ACL 2020 Semantic Parsing with Dual Learning ACL 2019