Zhiqi Bai
4 papers · 2024–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Models
(3)
Optimization & Theory · Machine Learning
(3)
Resources & Methods
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(4)
continual pre-training
(2)
domain adaptation
(2)
mathematical reasoning
(1)
knowledge distillation
(1)
efficient computing
(1)
foundation model
(1)
scaling law
(1)
context length
(1)
length extrapolation
(1)
downstream performance
(1)
mixture ratio
(1)
cross-domain generalization
(1)
rotary position embedding
(1)
bilingual benchmark
(1)
fine-grained evaluation
(1)
context length extension
(1)
concept-wise evaluation
(1)
model compression
(1)
concept-wise benchmark
(1)
Papers
ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models
ACL 2024
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
NeurIPS 2024
DDK: Distilling Domain Knowledge for Efficient Large Language Models
NeurIPS 2024
E2-LLM: Efficient and Extreme Length Extension of Large Language Models
ACL 2024