Dongsheng Chen
9 papers · 2022–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (29) π£ Hot Topic Early Bird π Keyword Champion
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Prolific Year Β· Productive
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(6)
Natural Language Processing
(6)
Applications
(5)
Core AI
(5)
Machine Learning
(4)
Deep Learning
(3)
Architectures
(3)
Learning Paradigms
(3)
Learning Types Β· Machine Learning
(3)
Understanding
(3)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Keywords
spoken language understanding
(5)
zero-shot learning
(3)
intent detection
(2)
transfer learning
(2)
intent classification
(2)
task-oriented dialogue
(2)
attention mechanism
(2)
slot filling
(2)
joint intent detection
(2)
syntactic parsing
(1)
cross-lingual transfer
(1)
temporal modeling
(1)
automatic speech recognition
(1)
model adaptation
(1)
semantic coherence
(1)
multimodal learning
(1)
joint modeling
(1)
label embedding
(1)
multi-view learning
(1)
cross-lingual embedding
(1)
Papers
Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning
COLING 2024
Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study
COLING 2024
Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence
EMNLP 2023
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding
EMNLP 2023
Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning
Interspeech 2023
Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention
EMNLP 2023
Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations
ACL 2023
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling
EMNLP 2022
Towards Joint Intent Detection and Slot Filling via Higher-order Attention
IJCAI 2022