Xiyou Zhou
5 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
pre-trained language model
(2)
symbolic reasoning
(1)
fact verification
(1)
natural language generation
(1)
semantic parsing
(1)
natural language understanding
(1)
energy efficiency
(1)
time series forecasting
(1)
probabilistic programming
(1)
memory complexity
(1)
memory efficiency
(1)
model training
(1)
controllable generation
(1)
self attention
(1)
tensor program
(1)
program transformation
(1)
search space
(1)
long-term dependency
(1)
logical form
(1)
linguistic reasoning
(1)
Papers
Tensor Program Optimization with Probabilistic Programs
NeurIPS 2022
HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing
EACL 2021
Logic2Text: High-Fidelity Natural Language Generation from Logical Forms
EMNLP 2020
TabFact: A Large-scale Dataset for Table-based Fact Verification
ICLR 2020
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting
NeurIPS 2019