Guangwei Xu
17 papers · 2017–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (49) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(12)
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Topic Evolution
π
Keyword Champion
π
Trend Setter
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
π
Conference Pioneer
ποΈ
Keyword Collector
(82)
Top co-authors
Research topics
Machine Learning
(13)
Natural Language Processing
(13)
Learning Types Β· Machine Learning
(9)
Understanding
(8)
Deep Learning
(7)
Applications
(7)
Artificial Intelligence
(6)
Core AI
(6)
Application Areas
(5)
Core Methods
(5)
Learning Types Β· Deep Learning
(5)
Architectures
(3)
Learning Paradigms
(3)
Interdisciplinary
(2)
Linguistics
(2)
Keywords
named entity recognition
(4)
domain adaptation
(3)
chinese nlp
(3)
few-shot learning
(3)
neural network
(2)
label noise
(2)
transfer learning
(2)
conditional random field
(2)
entity typing
(2)
distant supervision
(2)
word segmentation
(2)
fine-grained entity typing
(2)
data augmentation
(2)
representation learning
(2)
chinese word segmentation
(2)
weakly supervised learning
(1)
attention mechanism
(1)
probabilistic modeling
(1)
noisy label learning
(1)
video generation
(1)
Papers
Frozen Language Models Are Gradient Coherence Rectifiers in Vision Transformers
AAAI 2025
Youku Dense Caption: A Large-scale Chinese Video Dense Caption Dataset and Benchmarks
ICLR 2025
Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations
ACL 2022
Parallel Instance Query Network for Named Entity Recognition
ACL 2022
Prompt-learning for Fine-grained Entity Typing
EMNLP 2022
Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting
NAACL 2022
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging
EMNLP 2021
Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition
ACL 2021
Few-NERD: A Few-shot Named Entity Recognition Dataset
ACL 2021
Probing BERT in Hyperbolic Spaces
ICLR 2021
Prototypical Representation Learning for Relation Extraction
ICLR 2021
Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation
ACL 2020
Hierarchy-Aware Global Model for Hierarchical Text Classification
ACL 2020
Learning with Noise: Improving Distantly-Supervised Fine-grained Entity Typing via Automatic Relabeling
IJCAI 2020
Unsupervised Learning Helps Supervised Neural Word Segmentation
AAAI 2019
A Hybrid System for Chinese Grammatical Error Diagnosis and Correction
ACL 2018
Alibaba at IJCNLP-2017 Task 1: Embedding Grammatical Features into LSTMs for Chinese Grammatical Error Diagnosis Task
IJCNLP 2017