Qingkai Zeng
17 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (40)
🧬
Topic Evolution
🤝
Dynamic Duo
(15)
💎
Century Club · Bronze
🗃️
Keyword Collector
(86)
Venues
Top co-authors
Research topics
Natural Language Processing
(13)
Artificial Intelligence
(12)
Machine Learning
(10)
Core AI
(10)
Deep Learning
(9)
Applications
(6)
Learning Types · Deep Learning
(6)
Learning Types · Machine Learning
(6)
Resources & Methods
(5)
Generation
(4)
Learning Paradigms
(4)
Knowledge & Reasoning
(3)
Application Areas
(3)
Core Methods
(2)
Models
(2)
Keywords
large language model
(8)
transfer learning
(5)
prompt engineering
(3)
question answering
(2)
named entity recognition
(2)
parameter-efficient fine-tuning
(2)
language model
(2)
mathematical reasoning
(2)
few-shot learning
(2)
information extraction
(2)
knowledge representation
(1)
self-supervised learning
(1)
entity linking
(1)
text mining
(1)
multimodal learning
(1)
in-context learning
(1)
data annotation
(1)
privacy preservation
(1)
reading comprehension
(1)
text generation
(1)
Papers
Instant Personalized Large Language Model Adaptation via Hypernetwork
ACL 2026
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts
ACL 2025
Enhancing Mathematical Reasoning in LLMs by Stepwise Correction
ACL 2025
Pre-trained Models Perform the Best When Token Distributions Follow Zipf’s Law
EMNLP 2025
Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench
NAACL 2025
ChatEL: Entity Linking with Chatbots
COLING 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning
EMNLP 2024
Large Language Models Can Self-Correct with Key Condition Verification
EMNLP 2024
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning
COLING 2024
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models
EMNLP 2023
Enhancing Factual Consistency of Abstractive Summarization
NAACL 2021
Technical Question Answering across Tasks and Domains
NAACL 2021
Validating Label Consistency in NER Data Annotation
EMNLP 2021
A Technical Question Answering System with Transfer Learning
EMNLP 2020
Crossing Variational Autoencoders for Answer Retrieval
ACL 2020
Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER
EMNLP 2020
Faceted Hierarchy: A New Graph Type to Organize Scientific Concepts and a Construction Method
EMNLP 2019