Fuxuan Wei
4 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Trend Setter
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Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
slot filling
(2)
intent detection
(2)
prompt engineering
(1)
chain-of-thought reasoning
(1)
spoken language understanding
(1)
consistency regularization
(1)
inference acceleration
(1)
chain-of-thought prompting
(1)
speculative decoding
(1)
parallel decoding
(1)
non-autoregressive model
(1)
noisy training
(1)
large language model
(1)
graph neural network
(1)
cross-lingual reasoning
(1)
cross-lingual prompting
(1)
self-consistent prompting
(1)
multi-intent classification
(1)
zero-shot learning
(1)
noise training
(1)
Papers
Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training
EMNLP 2024
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages
EMNLP 2023
HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding
EMNLP 2022
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling
ACL 2021