Renhong Cheng
9 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird
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Keyword Collector
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Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core Methods
(6)
Natural Language Processing
(5)
Applications
(5)
Deep Learning
(3)
Application Areas
(3)
Core AI
(3)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Knowledge & Reasoning
(2)
Representation
(2)
Interdisciplinary
(1)
Optimization & Theory
(1)
Keywords
few-shot learning
(4)
sentiment classification
(3)
aspect-based sentiment analysis
(2)
prototypical network
(2)
attention mechanism
(2)
sentiment analysis
(2)
relation classification
(2)
density estimation
(1)
named entity recognition
(1)
multi-task learning
(1)
knowledge representation
(1)
commonsense knowledge
(1)
emotion recognition
(1)
temporal reasoning
(1)
domain adaptation
(1)
outlier detection
(1)
affective computing
(1)
semantic representation
(1)
sparse regularization
(1)
aspect sentiment
(1)
Papers
Towards Robust Few-Shot Relation Classification: Incorporating Relation Description with Agreement
EMNLP 2025
BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction
ACL 2024
ECoK: Emotional Commonsense Knowledge Graph for Mining Emotional Gold
ACL 2024
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion
ACL 2024
Density-Aware Prototypical Network for Few-Shot Relation Classification
EMNLP 2023
Multi-Label Few-Shot Learning for Aspect Category Detection
ACL 2021
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis
EMNLP 2019
Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification
EMNLP 2019
Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis
CoNLL 2019