Ruisheng Cao

About Ruisheng Cao

Ruisheng Cao, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Shanghai Jiao Tong University, specializes in the field of natural language processing, semantic parsing, structued prediction, text2sql.

His recent articles reflect a diverse array of research interests and contributions to the field:

Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding

A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames

ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL

Act-sql: In-context learning for text-to-sql with automatically-generated chain-of-thought

A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL

SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling

[Industry] SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling

Exploring Schema Generalizability of Text-to-SQL

Ruisheng Cao Information

University

Position

___

Citations(all)

357

Citations(since 2020)

355

Cited By

38

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Ruisheng Cao Skills & Research Interests

natural language processing

semantic parsing

structued prediction

text2sql

Top articles of Ruisheng Cao

Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding

2024/3/4

A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames

arXiv preprint arXiv:2402.18258

2024/2/28

ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL

arXiv preprint arXiv:2310.18662

2023/10/28

Act-sql: In-context learning for text-to-sql with automatically-generated chain-of-thought

arXiv preprint arXiv:2310.17342

2023/10/26

Ruisheng Cao
Ruisheng Cao

H-Index: 4

Lu Chen
Lu Chen

H-Index: 8

Kai Yu
Kai Yu

H-Index: 3

A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL

IEEE Transactions on Pattern Analysis and Machine Intelligence

2023/7/26

SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling

2023/7

[Industry] SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling

2023/7

Exploring Schema Generalizability of Text-to-SQL

2023/7

CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset

arXiv preprint arXiv:2305.15891

2023/5/25

DIR: A Large-Scale Dialogue Rewrite Dataset for Cross-Domain Conversational Text-to-SQL

Applied Sciences

2023/2/9

On the Structural Generalization in Text-to-SQL

arXiv preprint arXiv:2301.04790

2023/1/12

TIE: Topological information enhanced structural reading comprehension on web pages

arXiv preprint arXiv:2205.06435

2022/5/13

Relation-aware graph transformer for sql-to-text generation

Applied Sciences

2021/12/31

Decoupled dialogue modeling and semantic parsing for multi-turn text-to-SQL

arXiv preprint arXiv:2106.02282

2021/6/4

LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations

arXiv preprint arXiv:2106.01093

2021/6/2

ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser

arXiv preprint arXiv:2104.04689

2021/4/10

Few-shot nlu with vector projection distance and abstract triangular crf

2021

Vector projection network for few-shot slot tagging in natural language understanding

arXiv preprint arXiv:2009.09568

2020/9/21

Line graph enhanced AMR-to-text generation with mix-order graph attention networks

2020/7

Dual learning for semi-supervised natural language understanding

IEEE/ACM Transactions on Audio, Speech, and Language Processing

2020/6/11

Su Zhu
Su Zhu

H-Index: 11

Ruisheng Cao
Ruisheng Cao

H-Index: 4

Kai Yu
Kai Yu

H-Index: 3

See List of Professors in Ruisheng Cao University(Shanghai Jiao Tong University)

Co-Authors

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