Lei Lin
11 papers · 2015–2024 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Research topics
Machine Learning
(8)
Deep Learning
(6)
Natural Language Processing
(5)
Core Methods
(5)
Artificial Intelligence
(3)
Architectures
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Generation
(2)
Models
(2)
Resources & Methods
(2)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types Β· Deep Learning
(1)
Keywords
language model
(2)
syntactic representation
(2)
compositional generalization
(2)
semantic representation
(2)
information extraction
(1)
self-agreement
(1)
knowledge extraction
(1)
text generation
(1)
attention mechanism
(1)
code generation
(1)
adversarial training
(1)
prompt engineering
(1)
deep learning
(1)
monte carlo sampling
(1)
support vector regression
(1)
language model reasoning
(1)
iterative learning
(1)
generative model
(1)
normalizing flow
(1)
sampling strategy
(1)
Papers
IaC-Eval: A Code Generation Benchmark for Cloud Infrastructure-as-Code Programs
NeurIPS 2024
Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios
ACL 2024
Layer-Wise Representation Fusion for Compositional Generalization
AAAI 2024
Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization
EMNLP 2023
ITNLP at SemEval-2021 Task 11: Boosting BERT with Sampling and Adversarial Training for Knowledge Extraction
SemEval 2021
KuiLeiXi: a Chinese Open-Ended Text Adventure Game
ACL 2021
McFlow: Monte Carlo Flow Models for Data Imputation
CVPR 2020
ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention
SemEval 2018
ITNLP-AiKF at SemEval-2017 Task 1: Rich Features Based SVR for Semantic Textual Similarity Computing
SemEval 2017
Modeling Mention, Context and Entity with Neural Networks for Entity Disambiguation
IJCAI 2015
yiGou: A Semantic Text Similarity Computing System Based on SVM
SemEval 2015