Zhongkai Sun
7 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Topic Evolution
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Unstoppable · Bronze
Top co-authors
Research topics
Natural Language Processing
(6)
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Applications
(3)
Core Methods
(3)
Deep Learning
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Architectures
(1)
Optimization & Theory
(1)
Keywords
emotion recognition
(2)
sentiment analysis
(2)
conversational ai
(2)
multimodal learning
(2)
multimodal embedding
(2)
query reformulation
(1)
spoken language understanding
(1)
probability estimation
(1)
canonical correlation analysis
(1)
disentangled representation
(1)
deep canonical correlation analysis
(1)
text embedding
(1)
adaptive normalization
(1)
hallucination reduction
(1)
constrained decoding
(1)
multi-hop question answering
(1)
feedback learning
(1)
multimodal sentiment analysis
(1)
canonical correlation
(1)
multilingual representation
(1)
Papers
StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering
NAACL 2025
CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents
EMNLP 2023
Improving Contextual Query Rewrite for Conversational AI Agents through User-preference Feedback Learning
EMNLP 2023
Fine-grained Multi-lingual Disentangled Autoencoder for Language-agnostic Representation Learning
EMNLP 2022
A New View of Multi-modal Language Analysis: Audio and Video Features as Text “Styles”
EACL 2021
Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis
AAAI 2020
Multi-Modal Sentiment Analysis Using Deep Canonical Correlation Analysis
Interspeech 2019