Su Zhu
17 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Champion
(2)
π€
Dynamic Duo
(17)
π§¬
Topic Evolution
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Century Club Β· Bronze
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Conference Pioneer
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(81)
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Trend Setter
Top co-authors
Research topics
Natural Language Processing
(12)
Artificial Intelligence
(11)
Machine Learning
(10)
Core AI
(10)
Deep Learning
(8)
Generation
(6)
Applications
(5)
Architectures
(5)
Core Methods
(5)
Understanding
(4)
Learning Types Β· Deep Learning
(3)
Application Areas
(2)
Learning Types Β· Machine Learning
(2)
Resources & Methods
(2)
Learning Paradigms
(1)
Keywords
semantic parsing
(5)
dialogue state tracking
(3)
slot filling
(3)
graph neural network
(3)
line graph
(2)
spoken language understanding
(2)
schema generalization
(2)
word lattice
(2)
multi-domain dialogue
(2)
large language model
(2)
graph attention network
(2)
semantic representation
(2)
chinese text
(2)
schema graph
(2)
attention mechanism
(2)
short text matching
(2)
paraphrase generation
(1)
self-supervised learning
(1)
abstract meaning representation
(1)
graph matching
(1)
Papers
Reducing Tool Hallucination via Reliability Alignment
ICML 2025
Evolving Subnetwork Training for Large Language Models
ICML 2024
Sparsity-Accelerated Training for Large Language Models
ACL 2024
Exploring Schema Generalizability of Text-to-SQL
ACL 2023
SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling
ACL 2023
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching
AAAI 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
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking
EMNLP 2020
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
Neural Graph Matching Networks for Chinese Short Text Matching
ACL 2020
Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks
AAAI 2020
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing
ACL 2020
Data Augmentation with Atomic Templates for Spoken Language Understanding
EMNLP 2019
Semantic Parsing with Dual Learning
ACL 2019
Hybrid Dialogue State Tracking for Real World Human-to-Human Dialogues
Interspeech 2016