GLUE processors
This commit is contained in:
committed by
Lysandre Debut
parent
4acd87ff4e
commit
c4ac7a76db
45
docs/source/main_classes/processors.rst
Normal file
45
docs/source/main_classes/processors.rst
Normal file
@@ -0,0 +1,45 @@
|
||||
Processors
|
||||
----------------------------------------------------
|
||||
|
||||
This library includes processors for several traditional tasks. These processors can be used to process a dataset into
|
||||
examples that can be fed to a model.
|
||||
|
||||
``GLUE``
|
||||
~~~~~~~~~~~~~~~~~~~~~
|
||||
|
||||
`General Language Understanding Evaluation (GLUE)<https://gluebenchmark.com/>`__ is a benchmark that evaluates
|
||||
the performance of models across a diverse set of existing NLU tasks. It was released together with the paper
|
||||
`GLUE: A multi-task benchmark and analysis platform for natural language understanding<https://openreview.net/pdf?id=rJ4km2R5t7>`__
|
||||
|
||||
This library hosts a total of 10 processors for the following tasks: MRPC, MNLI, MNLI (mismatched),
|
||||
CoLA, SST2, STSB, QQP, QNLI, RTE and WNLI.
|
||||
|
||||
.. autoclass:: pytorch_transformers.data.processors.glue.MrpcProcessor
|
||||
:members:
|
||||
|
||||
.. autoclass:: pytorch_transformers.data.processors.glue.MnliProcessor
|
||||
:members:
|
||||
|
||||
.. autoclass:: pytorch_transformers.data.processors.glue.MnliMismatchedProcessor
|
||||
:members:
|
||||
|
||||
.. autoclass:: pytorch_transformers.data.processors.glue.ColaProcessor
|
||||
:members:
|
||||
|
||||
.. autoclass:: pytorch_transformers.data.processors.glue.Sst2Processor
|
||||
:members:
|
||||
|
||||
.. autoclass:: pytorch_transformers.data.processors.glue.StsbProcessor
|
||||
:members:
|
||||
|
||||
.. autoclass:: pytorch_transformers.data.processors.glue.QqpProcessor
|
||||
:members:
|
||||
|
||||
.. autoclass:: pytorch_transformers.data.processors.glue.QnliProcessor
|
||||
:members:
|
||||
|
||||
.. autoclass:: pytorch_transformers.data.processors.glue.RteProcessor
|
||||
:members:
|
||||
|
||||
.. autoclass:: pytorch_transformers.data.processors.glue.WnliProcessor
|
||||
:members:
|
||||
Reference in New Issue
Block a user