Ruichen Li
8 papers · 2021–2023 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (28) π£ Hot Topic Early Bird π Renaissance Researcher (5)
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Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Learning Types Β· Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Applications
(3)
Core AI
(3)
Optimization & Theory
(3)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Speech & Audio
(1)
Analysis
(1)
Keywords
factual consistency
(2)
representation learning
(2)
emotion recognition
(2)
learning theory
(1)
knowledge transfer
(1)
fact verification
(1)
domain generalization
(1)
conversational ai
(1)
question answering
(1)
text generation
(1)
multimodal learning
(1)
signal-to-noise ratio
(1)
model aggregation
(1)
out-of-distribution generalization
(1)
affective computing
(1)
natural language inference
(1)
distribution shift
(1)
semantic similarity
(1)
variational autoencoder
(1)
stochastic gradient descent
(1)
Papers
AlignScore: Evaluating Factual Consistency with A Unified Alignment Function
ACL 2023
Federated Learning With Data-Agnostic Distribution Fusion
CVPR 2023
Finding Generalization Measures by Contrasting Signal and Noise
ICML 2023
Text Alignment Is An Efficient Unified Model for Massive NLP Tasks
NeurIPS 2023
DialogueEIN: Emotion Interaction Network for Dialogue Affective Analysis
COLING 2022
Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities
ACL 2021
Speech Emotion Recognition via Multi-Level Cross-Modal Distillation
Interspeech 2021
Towards a Theoretical Framework of Out-of-Distribution Generalization
NeurIPS 2021