Nan Shao
6 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird ❓ The Questioner
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(3)
Learning Paradigms
(3)
Natural Language Processing
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Techniques
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
zero-shot learning
(1)
adversarial learning
(1)
few-shot learning
(1)
transfer learning
(1)
question answering
(1)
prompt engineering
(1)
graph structure
(1)
compositional generalization
(1)
implicit feedback
(1)
item recommendation
(1)
language model
(1)
pre-trained model
(1)
zero-shot generalization
(1)
parameter-efficient tuning
(1)
task representation
(1)
pre-trained language model
(1)
multi-hop reasoning
(1)
genetic algorithm
(1)
prompt tuning
(1)
min-max optimization
(1)
Papers
Compositional Task Representations for Large Language Models
ICLR 2023
GPS: Genetic Prompt Search for Efficient Few-Shot Learning
EMNLP 2022
ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization
EMNLP 2022
Is Graph Structure Necessary for Multi-hop Question Answering?
EMNLP 2020
Adversarial Binary Collaborative Filtering for Implicit Feedback
AAAI 2019
TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
CoNLL 2019