Dongsheng Chen
9 papers · 2022–2024 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π Cross-Pollinator (15) π Conference Polyglot (5) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (32)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
β‘
Prolific Year
(5)
Conferences
EMNLP (4)
COLING (2)
ACL (1)
IJCAI (1)
INTERSPEECH (1)
Top co-authors
Research topics
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
Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study
COLING 2024
Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning
COLING 2024
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
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
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