Ruiying Geng
8 papers · 2019–2023 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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The Questioner
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Research topics
Natural Language Processing
(6)
Machine Learning
(5)
Applications · Natural Language Processing
(5)
Artificial Intelligence
(3)
Application Areas
(3)
Understanding
(3)
Deep Learning
(2)
Core AI
(2)
Generation
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Architectures
(1)
Keywords
semantic parsing
(3)
text classification
(2)
few-shot learning
(2)
dynamic routing
(2)
graph encoder
(2)
induction network
(2)
induction process
(1)
semantic alignment
(1)
natural language
(1)
table question answering
(1)
cross attention
(1)
database query
(1)
memory network
(1)
relational edge embedding
(1)
parallel decoding
(1)
syntactic dependency
(1)
data-to-text generation
(1)
table-to-text generation
(1)
natural language interface
(1)
chinese language
(1)
Papers
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
NeurIPS 2023
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality
ACL 2023
Plan-then-Seam: Towards Efficient Table-to-Text Generation
EACL 2023
Graph-to-Text Generation with Dynamic Structure Pruning
COLING 2022
S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers
ACL 2022
Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing
AAAI 2021
Dynamic Memory Induction Networks for Few-Shot Text Classification
ACL 2020
Induction Networks for Few-Shot Text Classification
EMNLP 2019