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Welcome to the dataset-sts wiki!

Experiments

Experiment reports (that will eventually maybe get into some papers in a polished form) are linked here. Some are pretty raw. File names start with YYMM of when the experiment began. (Because, say, revisiting Bayesian dropout may make sense with better models and/or Keras bugfixes in half a year.)

Model hyperparameter tuning:

• 1603 anssel Avg Hyperparameter Search
• 1602 anssel RNN Hyperparameter Search
• 1602 anssel CNN Hyperparameter Search
• 1603 anssel RNN-CNN Hyperparameter Search
• 1602 anssel attn1511 Hyperparameter Search
• 1604 wqmprop Model Experiments
• 1604 Argus HypEv Model Experiments
• 1605 RTE Model Experiments
• 1605 AI2-8grade Experiments
• 1605 MCTest Experiments

Other:

• 1602 Bayesian Dropout Experiments
• 1602 Statistical Stability Experiments
• 1603 Transfer Learning Experiments
• 1603 TermFrequency Experiments
• 1604 Prescoring
• 1604 Lowercase Vocabulary
• 1604 Keyword Weights
• 1605 Big Vocabulary Mode

TODO for experiments:

• Dropout effect on wang