Ruisheng Cao
18 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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(16)
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The Questioner
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Unstoppable Β· Bronze
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Research topics
Artificial Intelligence
(12)
Natural Language Processing
(12)
Machine Learning
(10)
Core AI
(10)
Applications
(8)
Deep Learning
(6)
Learning Types Β· Machine Learning
(6)
Architectures
(4)
Understanding
(4)
Core Methods
(3)
Resources & Methods
(3)
Application Areas
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Generation
(2)
Learning Paradigms
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Learning Types Β· Deep Learning
(2)
Keywords
semantic parsing
(7)
database schema
(3)
graph attention network
(2)
multimodal agent
(2)
in-context learning
(2)
code generation
(2)
large language model
(2)
benchmark evaluation
(2)
schema generalization
(2)
line graph
(2)
graph neural network
(2)
paraphrase generation
(1)
spoken language understanding
(1)
joint learning
(1)
semantic representation
(1)
semi-supervised learning
(1)
abstract meaning representation
(1)
autonomous agent
(1)
intent classification
(1)
self-supervised learning
(1)
Papers
NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering
ACL 2025
Reducing Tool Hallucination via Reliability Alignment
ICML 2025
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
ICLR 2025
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions
NAACL 2024
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
NeurIPS 2024
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
NeurIPS 2024
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought
EMNLP 2023
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset
ACL 2023
Exploring Schema Generalizability of Text-to-SQL
ACL 2023
SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling
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
ACL 2021
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser
NAACL 2021
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding
Interspeech 2020
Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks
ACL 2020
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing
ACL 2020
Semantic Parsing with Dual Learning
ACL 2019