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Author SHA1 Message Date
Achyudh Ram f0a5c370bc Fix KimCNN for SST, AAPD datasets (#157) 
* Add ReutersTrainer, ReutersEvaluator options in Factory classes

* Add Reuters to Kim-CNN command line arguments

* Fix SST dataset path according to changes in Kim-CNN args

The dataset path in args.py was made to point at the dataset folder rather than dataset/SST folder. Hence SST folder was added to paths in the SST dataset class

* Add Reuters dataset class, and support in __main__

* Add Reuters dataset trainers and evaluators

* Remove debug print statement in reuters_evaluator

* Fix rounding bug in reuters_trainer and reuters_evaluator

* Add LSTM for baseline text classification measurements

* Add eval metrics for lstm_baseline

* Set batch_first param in lstm_baseline

* Remove onnx args from lstm_baseline

* Pack padded sequences in LSTM_baseline

* Add TensorBoardX support for Reuters trainer

* Add Arxiv Academic Paper Dataset (AAPD)

* Add Hidden Bottleneck Layer to BiLSTM

* Fix packing of padded tensors in Reuters

* Add cmdline args for Hidden Bottleneck Layer for BiLSTM

* Include pre-padding lengths in AAPD dataset

* Remove duplication of preprocessing code in AAPD

* Remove batch_size condition in ReutersTrainer

* Add ignore_lengths option to ReutersTrainer and ReutersEvaluator

* Add AAPDCharQuantized and ReutersCharQuantized

* Rename Reuters_hierarchical to ReutersHierarchical

* Add CharacterCNN for document classification

* Update README.md for CharacterCNN

* Fix table in README.md for CharacterCNN

* Add AAPDHierarchical for HAN

* Update HAN for changes in Reuters dataset endpoints

* Fix bug in CharCNN when running on CPU

* Add AAPD dataset support for KimCNN

* Fix dataset paths for SST-1
 2018-11-05 15:42:28 -05:00
Achyudh Ram 1b817d3e24 WIP: Add Reuters-21578 dataset (#147) 
* Add ReutersTrainer, ReutersEvaluator options in Factory classes

* Add Reuters to Kim-CNN command line arguments

* Fix SST dataset path according to changes in Kim-CNN args

The dataset path in args.py was made to point at the dataset folder rather than dataset/SST folder. Hence SST folder was added to paths in the SST dataset class

* Add Reuters dataset class, and support in __main__

* Add Reuters dataset trainers and evaluators

* Remove debug print statement in reuters_evaluator

* Fix rounding bug in reuters_trainer and reuters_evaluator
 2018-10-02 21:09:51 -04:00
Michael Tu 82bf90f4bb Tune Kim CNN for SST-2 and Improve SST-1 Results with Dataset/Initialization Changes (#133) 
* SST change min_freq and Kim CNN init distribution

* Add tuned results for SST-1 and SST-2

* Fix typo
 2018-07-11 22:08:26 -04:00
Michael Tu 8563ad5976 Kim CNN OOP Refactoring (#124) 
* Nuke obsolete artifacts

* Refactor Kim CNN

* Make kim_cnn a module

* Fix bugs

* Update README

* Add choices to dataset arg

* update for sst2

update sst.py

update sst.py

* Add Kim CNN dataset choices to args.py

* Update tuned SST-1 accuracy
 2018-07-03 16:42:31 -04:00
Michael Tu 5cc027f03e Create Castor-level SST dataset (#123) 
* Move SST to root directory datasets

* Fix bugs
 2018-06-09 17:32:32 -04:00