Ruidan He
16 papers · 2017–2022 · 4 venues · across top CS/AI venues
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Achievements
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(11)
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(79)
Venues
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Research topics
Machine Learning
(15)
Learning Types Β· Machine Learning
(11)
Natural Language Processing
(10)
Artificial Intelligence
(9)
Deep Learning
(9)
Application Areas
(7)
Learning Paradigms
(7)
Applications
(6)
Core Methods
(6)
Learning Types Β· Deep Learning
(6)
Core AI
(5)
Resources & Methods
(3)
Understanding
(3)
Optimization & Theory
(2)
Techniques
(2)
Keywords
unsupervised learning
(5)
domain adaptation
(3)
cross-lingual transfer
(3)
named entity recognition
(3)
attention mechanism
(3)
transfer learning
(2)
contrastive learning
(2)
knowledge distillation
(2)
text classification
(2)
semi-supervised learning
(2)
aspect-level sentiment classification
(2)
sentiment classification
(2)
unsupervised domain adaptation
(2)
pre-trained language model
(2)
aspect-based sentiment analysis
(2)
knowledge transfer
(1)
argument mining
(1)
logical reasoning
(1)
domain generalization
(1)
sentiment analysis
(1)
Papers
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation
ACL 2022
Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning
COLING 2022
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples
EMNLP 2022
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks
ACL 2022
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER
ACL 2022
Bootstrapped Unsupervised Sentence Representation Learning
ACL 2021
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching
EMNLP 2021
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation
ACL 2021
An Unsupervised Sentence Embedding Method by Mutual Information Maximization
EMNLP 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training
EMNLP 2020
Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model
IJCAI 2020
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis
ACL 2019
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification
EMNLP 2018
Effective Attention Modeling for Aspect-Level Sentiment Classification
COLING 2018
Exploiting Document Knowledge for Aspect-level Sentiment Classification
ACL 2018
An Unsupervised Neural Attention Model for Aspect Extraction
ACL 2017