Qingyan Guo
7 papers · 2023–2025 · 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
(21)
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The Questioner
Venues
Top co-authors
Research topics
Natural Language Processing
(6)
Machine Learning
(5)
Applications
(4)
Resources & Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Generation · Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Core Methods
(1)
Generation · Computer Vision
(1)
Models
(1)
Keywords
large language model
(3)
prompt engineering
(2)
text generation
(2)
in-context learning
(1)
question answering
(1)
semantic parsing
(1)
language modeling
(1)
image captioning
(1)
passage retrieval
(1)
neural network optimization
(1)
discrete optimization
(1)
diffusion model
(1)
autoregressive model
(1)
language model
(1)
evolutionary algorithm
(1)
prompt optimization
(1)
retrieval-augmented generation
(1)
reversal curse
(1)
multi-hop reasoning
(1)
exponential moving average
(1)
Papers
Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models
NAACL 2025
Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints
ACL 2025
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
ICLR 2024
LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation?
NAACL 2024
Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training
ACL 2024
Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning
NeurIPS 2024
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction
ACL 2023