Nan Shao
6 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π
Conference Pioneer
β
The Questioner
Conferences
EMNLP (3)
AAAI (1)
CONLL (1)
ICLR (1)
Top co-authors
Keywords
zero-shot learning
(1)
adversarial learning
(1)
few-shot learning
(1)
transfer learning
(1)
question answering
(1)
prompt engineering
(1)
graph structure
(1)
implicit feedback
(1)
item recommendation
(1)
language model
(1)
pre-trained model
(1)
zero-shot generalization
(1)
parameter-efficient tuning
(1)
multi-hop reasoning
(1)
genetic algorithm
(1)
prompt tuning
(1)
min-max optimization
(1)
pretrained language model
(1)
multitask pretraining
(1)
graph neural network
(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