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Embeddings from Language Models (ELMo) #1

Merged
merged 2 commits into from
May 10, 2018
Merged

Embeddings from Language Models (ELMo) #1

merged 2 commits into from
May 10, 2018

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SuperLinguini
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Description

Embeddings from Language Models (ELMo)

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Changes

  • Bidirectional LSTM with each layer output and dropout
  • LSTM Cell with projection, clipping, and residual layers
  • Character-level embeddings with CNNs and highway networks

@cgraywang
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Thanks @SuperLinguini , please also merge the logs once it is ready. So the character data loader is no longer needed? https://github.com/SuperLinguini/ELMo-BiLM/blob/char_encoder/data.py
as well as the model.py?
https://github.com/SuperLinguini/ELMo-BiLM/blob/char_encoder/model.py

@SuperLinguini
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@cgraywang Added the character data loader code. Model code is in word_language_model.py. I'll add the logs as they finish.

@cgraywang
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Temporally merged

@cgraywang cgraywang merged commit dc494ae into cgraywang:emlo May 10, 2018
2Rings pushed a commit to 2Rings/gluon-nlp-1 that referenced this pull request Jun 13, 2018
@SineWave1
Add Summarization(Lin)cgraywang#1
1e7a33e
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@SuperLinguini @cgraywang