Shiwei Chen
10 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π Century Club Β· Bronze π Renaissance Researcher (5)
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Machine Learning
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Deep Learning
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Artificial Intelligence
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Natural Language Processing
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Core AI
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Learning Types Β· Machine Learning
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Learning Types Β· Deep Learning
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Computer Vision
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Keywords
aspect sentiment triplet extraction
(2)
language model
(2)
sentiment analysis
(2)
link prediction
(1)
self-supervised learning
(1)
knowledge mining
(1)
prototype learning
(1)
knowledge distillation
(1)
data augmentation
(1)
relation extraction
(1)
chain-of-thought reasoning
(1)
commonsense knowledge
(1)
autoregressive generation
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multimodal learning
(1)
multi-label classification
(1)
emotion recognition
(1)
linguistic knowledge
(1)
boundary detection
(1)
eigenvector centrality
(1)
graph representation learning
(1)
Papers
Centrality-guided Pre-training for Graph
ICLR 2025
From Long to Lean: Performance-aware and Adaptive Chain-of-Thought Compression via Multi-round Refinement
EMNLP 2025
Learning Event Completeness for Weakly Supervised Video Anomaly Detection
ICML 2025
Towards Efficient CoT Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales
EMNLP 2025
Enhancing Multi-Label Classification via Dynamic Label-Order Learning
AAAI 2024
Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition
EMNLP 2024
Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction
ACL 2024
An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis
ACL 2023
Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction
EMNLP 2023
Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction
EMNLP 2022