Shilei Liu
9 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
Conferences
ACL (3)
EMNLP (3)
COLING (2)
SEMEVAL (1)
Top co-authors
Keywords
transfer learning
(2)
zero-shot learning
(1)
knowledge base
(1)
information extraction
(1)
domain adaptation
(1)
feature extraction
(1)
text classification
(1)
weakly supervised learning
(1)
knowledge graph embedding
(1)
question answering
(1)
dialogue generation
(1)
text summarization
(1)
low-resource learning
(1)
graph representation
(1)
link prediction
(1)
token classification
(1)
domain knowledge
(1)
feature interaction
(1)
catastrophic forgetting
(1)
contrastive learning
(1)
Papers
Read As Human: Compressing Context via Parallelizable Close Reading and Skimming
ACL 2026
SELECting over Tokens: Curating Pre-training Data at Scale via Token Classification
ACL 2026
CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling
ACL 2026
How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models
EMNLP 2025
A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling
EMNLP 2021
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation
EMNLP 2021
Knowledge Graph Embedding with Atrous Convolution and Residual Learning
COLING 2020
LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation Using Pretraining Language Model
SEMEVAL 2020
LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation Using Pretraining Language Model
COLING 2020