Jiannan Cao
7 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Artificial Intelligence
(5)
Natural Language Processing
(4)
Machine Learning
(3)
Core AI
(3)
Learning Paradigms
(3)
Deep Learning
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Learning Types
(2)
Models
(2)
Resources & Methods
(2)
Computer Science
(1)
Security & Privacy
(1)
Applications · Computer Science
(1)
Differential Privacy
(1)
Keywords
large language model
(4)
transfer learning
(2)
question answering
(2)
document understanding
(1)
coreference resolution
(1)
instruction tuning
(1)
program analysis
(1)
memory efficiency
(1)
language model
(1)
model fine-tuning
(1)
task planning
(1)
retrieval-augmented generation
(1)
data contamination
(1)
semantic reasoning
(1)
long context
(1)
error correction
(1)
tool learning
(1)
contamination detection
(1)
training corpus
(1)
code understanding
(1)
Papers
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding
ICLR 2025
DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models
AAAI 2025
EquiBench: Benchmarking Large Language Models’ Reasoning about Program Semantics via Equivalence Checking
EMNLP 2025
Tool-Planner: Task Planning with Clusters across Multiple Tools
ICLR 2025
MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications
EMNLP 2024
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback
ACL 2024
Unveiling the Spectrum of Data Contamination in Language Model: A Survey from Detection to Remediation
ACL 2024