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Commits on Jul 24, 2020

• migrate to transformers

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Commits on Apr 15, 2020

• add papers, rm model pics

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Commits on Mar 8, 2020

• refine doc

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  c01a30a

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Commits on Feb 7, 2020

• dtype fix

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Commits on Nov 7, 2019

• add requirements

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Commits on May 30, 2019

• minor changes

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Commits on May 18, 2019

• add k-fold validation version of train file

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Commits on May 17, 2019

• Merge pull request songyouwei#53 from songyouwei/validation_support

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• Add validation support

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Commits on Apr 23, 2019

• bug fix of squeeze_embedding (songyouwei#37)

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Commits on Apr 20, 2019

• no message

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Commits on Apr 2, 2019

• add Gitter chatroom

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  cc96f98

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• add BERT-based models (songyouwei#29)

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Commits on Mar 30, 2019

• Fix BERT training lr as small data sets are sensitive to learning rate

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Commits on Mar 28, 2019

• remove the last [SEP] token

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• rename: bert_basic to bert_spc

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  4e36a60

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• Bug fix: skip initialization of BERT params.

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Commits on Mar 27, 2019

• merge data_utils.py and data_utils_BERT.py

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Commits on Mar 26, 2019

• add BERT Sentence Pair Classification model for ABSA task

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Commits on Jan 10, 2019

• refactoring code for data reading

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Commits on Jan 9, 2019

• update infer_example

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Commits on Jan 8, 2019

• add a simple inference example

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Commits on Dec 8, 2018

• memnet input bug fix

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  ea4d7e3

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Commits on Dec 6, 2018

• minor bug fix

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Commits on Dec 1, 2018

• add macro-F1 metric, add weight_decay, show model's GPU memory

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• add model ATAE-LSTM

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• update attention implementation, return scores

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Commits on Aug 23, 2018

• IAN model bug fix

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Commits on Jun 27, 2018

• add device opt

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Commits on Jun 26, 2018

• Attention layer: add dropout opt, add default reset_parameters, add out_dim, rename "SelfAttention" to "NoQueryAttention"

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Commits on Jun 19, 2018

• bugfix: Tokenizer should use all text in the dataset

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Commits on Jun 14, 2018

• fix __read_text__ text concatenation

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Commits on May 24, 2018

• Merge branch 'master' of https://github.com/songyouwei/ABSA-PyTorch

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  6224ad6

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• fix learning_rate type

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• add PointWiseFeedForward layer

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