Yanan Zheng
12 papers · 2020–2025 · 5 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (28) π£ Hot Topic Early Bird
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Machine Learning
(8)
Natural Language Processing
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Artificial Intelligence
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Core AI
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Learning Types Β· Machine Learning
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Applications
(4)
Deep Learning
(3)
Application Areas
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Resources & Methods
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Generation
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Computer Vision
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Learning Types Β· Deep Learning
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Keywords
few-shot learning
(4)
large language model
(3)
benchmark evaluation
(2)
zero-shot learning
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transfer learning
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text classification
(2)
named entity recognition
(1)
data augmentation
(1)
efficient training
(1)
attention mechanism
(1)
prompt learning
(1)
question answering
(1)
metric learning
(1)
information retrieval
(1)
video understanding
(1)
prompt-based learning
(1)
language modeling
(1)
natural language understanding
(1)
sequence labeling
(1)
representation learning
(1)
Papers
LEANCODE: Understanding Models Better for Code Simplification of Pre-trained Large Language Models
ACL 2025
Ref-Long: Benchmarking the Long-context Referencing Capability of Long-context Language Models
ACL 2025
TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models
ICLR 2025
TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation
EMNLP 2024
A Universal Discriminator for Zero-Shot Generalization
ACL 2023
Compositional Task Representations for Large Language Models
ICLR 2023
Not All Tasks Are Born Equal: Understanding Zero-Shot Generalization
ICLR 2023
Prompt-Based Metric Learning for Few-Shot NER
ACL 2023
FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding
ACL 2022
FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning
ACL 2022
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework
ICML 2022
Solving Sequential Text Classification as Board-Game Playing
AAAI 2020