Steven Zheng
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Top co-authors
Research topics
Natural Language Processing
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Deep Learning
(2)
Application Areas
(2)
Applications
(2)
Resources & Methods
(2)
Learning Paradigms
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
in-context learning
(2)
few-shot learning
(1)
transfer learning
(1)
knowledge distillation
(1)
information retrieval
(1)
document understanding
(1)
scaling law
(1)
parameter efficiency
(1)
retrieval-augmented generation
(1)
chain-of-thought prompting
(1)
language generation
(1)
prompt tuning
(1)
emergent abilities
(1)
few-shot prompting
(1)
continued training
(1)
large language model
(1)
emergent ability
(1)
pretraining objective
(1)
mode switching
(1)
gpt-4
(1)
Papers
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
ICLR 2025
In-Context Principle Learning from Mistakes
ICML 2024
Transcending Scaling Laws with 0.1% Extra Compute
EMNLP 2023
UL2: Unifying Language Learning Paradigms
ICLR 2023
HyperPrompt: Prompt-based Task-Conditioning of Transformers
ICML 2022