Shengjie Qiu
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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The Questioner
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Natural Language Processing
(2)
Core AI
(2)
Learning Paradigms
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Reasoning
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
catastrophic forgetting
(3)
continual learning
(2)
pre-trained language model
(2)
named entity recognition
(2)
incremental learning
(1)
weight update
(1)
semantic shift
(1)
task alignment
(1)
entity recognition
(1)
knowledge retention
(1)
large language model
(1)
incremental sequence labeling
(1)
causal inference
(1)
debiased loss
(1)
text classification
(1)
knowledge distillation
(1)
commonsense knowledge
(1)
Papers
Spurious Forgetting in Continual Learning of Language Models
ICLR 2025
Incremental Sequence Labeling: A Tale of Two Shifts
ACL 2024
Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models
ACL 2024
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference
ACL 2023