Mingjie Zhong
3 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
retrieval-augmented generation
(2)
large language model
(2)
language modeling
(1)
knowledge graph question answering
(1)
model adaptation
(1)
domain knowledge
(1)
knowledge graph
(1)
data selection
(1)
parameter-efficient fine-tuning
(1)
sparse tuning
(1)
world knowledge
(1)
layer selection
(1)
relevance modeling
(1)
behavior-augmented prompting
(1)
user behavior data
(1)
progressive prompting
(1)
question answering
(1)
gradient-aligned tuning
(1)
prompt engineering
(1)
Papers
GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection
EACL 2026
Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting
COLING 2025
Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering
EMNLP 2024