Kaikai An
12 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (37) π Conference Polyglot Β· Silver π€ Dynamic Duo (10) ποΈ Keyword Collector (67)
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Deep Learning
(7)
Natural Language Processing
(7)
Core AI
(7)
Learning Types Β· Machine Learning
(7)
Resources & Methods
(5)
Learning Types Β· Deep Learning
(4)
Computer Vision
(3)
Application Areas
(3)
Generation
(3)
Models
(3)
Understanding
(3)
Applications
(2)
Optimization & Theory
(2)
Keywords
large language model
(3)
instruction following
(3)
diffusion model
(2)
semantic parsing
(2)
generative model
(2)
in-context learning
(2)
zero-shot learning
(2)
text representation
(1)
knowledge transfer
(1)
curriculum learning
(1)
multimodal learning
(1)
image captioning
(1)
named entity recognition
(1)
image editing
(1)
video generation
(1)
model alignment
(1)
instruction tuning
(1)
response generation
(1)
label noise
(1)
pseudo labeling
(1)
Papers
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
ACL 2025
GATEAU: Selecting Influential Samples for Long Context Alignment
EMNLP 2025
Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints
ACL 2025
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
EMNLP 2025
UltraIF: Advancing Instruction Following from the Wild
EMNLP 2025
GAIA: Zero-shot Talking Avatar Generation
ICLR 2024
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
ACL 2024
LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation?
NAACL 2024
Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation
NAACL 2024
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
ICLR 2024
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
NeurIPS 2024
Coarse-to-Fine Dual Encoders are Better Frame Identification Learners
EMNLP 2023