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pmanion0
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cs224n-pa4
GitHub repository for CS224n's PA4 - Neural Network for Named Entity Recognition
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Testing: Use Alternative Word Vectors
#45
pmanion0
closed
8 years ago
2
Testing: Deeper Hidden Layers
#44
pmanion0
closed
8 years ago
4
Visualize Word Vectors Before + After Training with t-SNE
#43
pmanion0
opened
8 years ago
0
Perform Error Analysis on the Top Model
#42
pmanion0
opened
8 years ago
15
Change DocumentSet and Document to Split by Sentence
#41
pmanion0
closed
8 years ago
3
Implement Document Shuffling
#40
pmanion0
closed
8 years ago
1
Testing: Fixed vs Updated Word Vectors
#39
pmanion0
closed
8 years ago
1
Testing: Different Window Sizes
#38
pmanion0
closed
8 years ago
7
Testing: Regularization Values
#37
pmanion0
closed
8 years ago
6
Testing: Different Hidden Layer Sizes
#36
pmanion0
closed
8 years ago
12
Testing: Iteration Count + Learning Rate Tests
#35
pmanion0
closed
8 years ago
9
Write-up Summary of the NER System and Design Choices
#34
pmanion0
closed
8 years ago
0
Final Paper Tasks
#33
pmanion0
closed
8 years ago
84
Testing: Randomly Initialized vs Pre-trained Word Vectors
#32
pmanion0
closed
8 years ago
37
Neural Network Optimization
#31
dxl0632
closed
8 years ago
7
Update Test ConfigLauncher to Use an Output Directory
#30
pmanion0
closed
8 years ago
1
Create Necessary Test Configurations
#29
pmanion0
closed
8 years ago
1
Create Script to Compare Performance Between Outputs
#28
pmanion0
opened
8 years ago
0
Create Performance Analysis Script
#27
pmanion0
opened
8 years ago
0
Create Documentation on TestConfigLauncher
#26
pmanion0
closed
8 years ago
1
Updating WindowModel to properly handle LearnWordVec option
#25
pmanion0
closed
8 years ago
0
Move idsToWordVector and targetToVector from WindowModel to WordMap
#24
pmanion0
opened
8 years ago
0
Implement Stopping Criteria for Training
#23
pmanion0
closed
8 years ago
1
Create Scoring Class to conlleval from Java
#22
pmanion0
closed
8 years ago
2
Make TestConfigLauncher Multithreaded or Multiprocess
#21
pmanion0
opened
8 years ago
1
Incorporate handling for Document Splits
#20
pmanion0
closed
8 years ago
1
Create a Configuration Class
#19
pmanion0
closed
8 years ago
2
Turn Word Vector Case Sensitivity into a Parameter
#18
pmanion0
closed
8 years ago
1
Fix Handling of New Words
#17
pmanion0
closed
8 years ago
1
Create Testing Framework Class
#16
pmanion0
closed
8 years ago
1
Separate Main from Setup + Run in NER
#15
pmanion0
closed
8 years ago
2
Clean-up the Mess that is FeatureFactory
#14
pmanion0
closed
8 years ago
1
Add Unit Tests for WordWindow Class
#13
pmanion0
closed
8 years ago
1
Propose Sequence Modeling Approach
#12
pmanion0
opened
8 years ago
1
Separate Output File Functionality from Scoring in BaselineModel
#11
pmanion0
closed
8 years ago
1
Figure Out Usage of GradientCheck
#10
pmanion0
closed
8 years ago
45
Implement t-SNE Visualization Library
#9
pmanion0
opened
8 years ago
0
Implement WindowModel Wrapper Around NeuralNetwork
#8
pmanion0
closed
8 years ago
6
Move Baseline from WindowModel to Separate Class
#7
pmanion0
closed
8 years ago
1
Parameterize NER Class
#6
pmanion0
closed
8 years ago
1
Implement the NeuralNetwork Class
#5
pmanion0
closed
8 years ago
17
Define Neural Network Interface
#4
pmanion0
closed
8 years ago
3
Implement the initializeVocab Function
#3
pmanion0
closed
8 years ago
1
Implement the readWordVector Function
#2
pmanion0
closed
8 years ago
3
Create Baseline Model
#1
pmanion0
closed
8 years ago
4