Xiaoya Li
16 papers · 2019–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(8)
🏃
Academic Marathon
(6)
🐝
Cross-Pollinator
(13)
🤝
Dynamic Duo
(15)
🔥
Unstoppable
(5)
💎
Century Club
(16)
❓
The Questioner
🗃️
Keyword Collector
(94)
Conferences
ACL (6)
EMNLP (2)
NAACL (2)
NIPS (2)
AAAI (1)
CVPR (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
named entity recognition
(7)
machine reading comprehension
(4)
text classification
(4)
chinese language
(4)
machine translation
(3)
backdoor attack
(2)
neural machine translation
(2)
question answering
(2)
pinyin embedding
(2)
chinese language model
(2)
entity extraction
(2)
language modeling
(2)
glyph embedding
(2)
large language model
(2)
graph representation learning
(1)
self-attention mechanism
(1)
natural language processing
(1)
few-shot learning
(1)
image segmentation
(1)
sequence labeling
(1)
Papers
GPT-NER: Named Entity Recognition via Large Language Models
NAACL 2025
Text Classification via Large Language Models
EMNLP 2023
Defending against Backdoor Attacks in Natural Language Generation
AAAI 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
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection
EMNLP 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information
ACL 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information
IJCNLP 2021
Progressive Domain Expansion Network for Single Domain Generalization
CVPR 2021
A Unified MRC Framework for Named Entity Recognition
ACL 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection
NIPS 2020
Dice Loss for Data-imbalanced NLP Tasks
ACL 2020
Glyce: Glyph-vectors for Chinese Character Representations
NIPS 2019
Entity-Relation Extraction as Multi-Turn Question Answering
ACL 2019
Is Word Segmentation Necessary for Deep Learning of Chinese Representations?
ACL 2019