genienlp/HISTORY

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2020-04-03 17:28:04 +00:00
0.2.0
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* No changes since 0.2.0b2.
Please see the development releases below for the full list of features in this release.
2020-04-03 01:49:01 +00:00
0.2.0b2
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* Misc bug fixes related to inference time [#12, #13].
2020-03-27 20:08:42 +00:00
0.2.0b1
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* Added multilingual Almond tasks [#10].
2020-03-25 01:55:59 +00:00
0.2.0a2
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* Misc bug fixes [#8, #9]
2020-03-22 02:08:19 +00:00
0.2.0a1
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New features:
* Add new tasks for Almond: almond_dialogue_nlu, almond_dialogue_nlg, almond_dialogue_policy
* Added a new encoder, "Coattention", which encodes the context and question separately, then
coattends and applies a BiLSTM layer.
* For Coattention and Identity encoder, it is now possible to specify the context and question
embeddings separately.
* Embeddings in context, question and answer can now be untied, by suffixing the name with '@'
followed by an unique identifier (e.g. bert-base-uncased@0 and bert-base-uncased@1).
* Added an option to pretrain the context encoder, using MLM objective.
* Added beam search.
* New embedding option: XLM-R (XLM trained with Roberta).
* New task: paraphrasing with GPT2. This is not fully integrated with the other tasks yet,
but it will in the future.
* New command "genienlp export" can be used to save a trained model for inference.
Incompatible changes:
* The --save flag is now required when calling train
2020-01-29 18:23:44 +00:00
0.1.1
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* Fix publishing on pypi
2020-01-29 18:01:06 +00:00
0.1.0
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* First release