Xiaoya Li
15 papers · 2019–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (47) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(14)
β
The Questioner
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
(95)
Top co-authors
Research topics
Natural Language Processing
(12)
Machine Learning
(11)
Deep Learning
(8)
Learning Types Β· Machine Learning
(8)
Applications
(7)
Application Areas
(5)
Understanding
(5)
Artificial Intelligence
(4)
Architectures
(4)
Core AI
(4)
Core Methods
(4)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Keywords
named entity recognition
(6)
machine reading comprehension
(4)
text classification
(4)
machine translation
(3)
chinese language
(3)
neural machine translation
(2)
question answering
(2)
language model
(2)
language modeling
(2)
large language model
(2)
entity extraction
(2)
backdoor attack
(2)
graph representation learning
(1)
self-attention mechanism
(1)
natural language processing
(1)
few-shot learning
(1)
image segmentation
(1)
sequence labeling
(1)
computer vision
(1)
multi-task learning
(1)
Papers
GPT-NER: Named Entity Recognition via Large Language Models
NAACL 2025
Defending against Backdoor Attacks in Natural Language Generation
AAAI 2023
Text Classification via Large Language Models
EMNLP 2023
Fast Nearest Neighbor Machine Translation
ACL 2022
GNN-LM: Language Modeling based on Global Contexts via GNN
ICLR 2022
Triggerless Backdoor Attack for NLP Tasks with Clean Labels
NAACL 2022
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information
ACL 2021
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection
EMNLP 2021
Progressive Domain Expansion Network for Single Domain Generalization
CVPR 2021
A Unified MRC Framework for Named Entity Recognition
ACL 2020
Dice Loss for Data-imbalanced NLP Tasks
ACL 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection
NeurIPS 2020
Entity-Relation Extraction as Multi-Turn Question Answering
ACL 2019
Glyce: Glyph-vectors for Chinese Character Representations
NeurIPS 2019
Is Word Segmentation Necessary for Deep Learning of Chinese Representations?
ACL 2019