Bowen Xing
14 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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Research topics
Artificial Intelligence
(8)
Machine Learning
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Natural Language Processing
(8)
Core AI
(8)
Applications
(7)
Deep Learning
(6)
Core Methods
(6)
Architectures
(4)
Learning Types Β· Machine Learning
(4)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Keywords
intent detection
(3)
multimodal learning
(3)
graph neural network
(3)
semantic parsing
(2)
contrastive learning
(2)
joint learning
(2)
vision-language model
(2)
medical visual question answering
(2)
attention mechanism
(2)
preference optimization
(2)
multi-task learning
(2)
slot filling
(2)
natural language understanding
(1)
spoken language understanding
(1)
sarcasm detection
(1)
relation extraction
(1)
multi-label classification
(1)
relation prediction
(1)
sentiment classification
(1)
mutual information
(1)
Papers
Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization
ACL 2026
CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding
AAAI 2026
Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework
ACL 2026
SΒ³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection
AAAI 2026
A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers
EMNLP 2025
HTML: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering
ACL 2025
RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning
EMNLP 2025
DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding
EMNLP 2024
MaIL: Improving Imitation Learning with Selective State Space Models
CoRL 2024
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs
EMNLP 2022
DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition
ACL 2022
Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling
EMNLP 2022
Neural Subgraph Explorer: Reducing Noisy Information via Target-oriented Syntax Graph Pruning
IJCAI 2022
Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis
IJCAI 2019