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allenai /bi-att-flow

Star1.5k

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

nlp tensorflow question-answering squad bidaf

UpdatedMay 31, 2023
Python

kushalj001 /pytorch-question-answering

Star273

Important paper implementations for Question Answering using PyTorch

nlp natural-language-processing tutorial deep-learning pytorch question-answering convolutional-neural-networks attention-mechanism nlp-machine-learning bidaf pytorch-tutorial paper-implementations drqa bidaf-pytorch self-attention pytorch-implementation qanet squad-dataset

UpdatedDec 29, 2020
Jupyter Notebook

shiningliang /MRC2018

Star167

2018百度机器阅读理解技术竞赛

bidaf machine-reading-comprehension self-attention

UpdatedFeb 26, 2019
Python

ParikhKadam /bidaf-keras

Star64

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

nlp natural-language-processing deep-neural-networks deep-learning neural-network tensorflow keras python3 neural-networks question-answering deeplearning keras-models keras-neural-networks neuralnetwork neural-nets machine-comprehension bidaf machine-intelligence keras-tensorflow natural-language-understanding

UpdatedNov 21, 2022
Python

stevezheng23 /reading_comprehension_tf

Star40

Machine Reading Comprehension in Tensorflow

machine-learning natural-language-processing deep-learning recurrent-neural-networks artificial-intelligence convolutional-neural-networks squad reading-comprehension bidaf natural-language-understanding r-net attention-model machine-reading-comprehension qanet

UpdatedJul 14, 2019
Python

yanx27 /DuReader_QANet_BiDAF

Star36

Using QANet and BiDAF on DuReader datasets

nlp tensorflow bidaf dureader qanet

UpdatedApr 25, 2019
Python

tangbinh /question-answering

Star30

nlp pytorch question-answering squad bidaf drqa

UpdatedSep 16, 2018
Python

jingyihiter /myDuReader

Star27

2018百度机器阅读理解竞赛

tensorflow bidaf machine-reading-comprehension

UpdatedJul 16, 2018
Python

ElizaLo /Question-Answering-based-on-SQuAD

Star25

Question Answering System using BiDAF Model on SQuAD v2.0

python nlp machine-learning natural-language-processing neural-network python-3-6 question-answering squad nlp-machine-learning bidaf natural-language-understanding nlp-datasets

UpdatedSep 2, 2020
Python

Sshanu /Bidirectional-Attention-Flow-for-Machine-Comprehension

Star8

Machine Comprehension using Squad and Triviqa Data sets

tensorflow machine lstm question-answering part-of-speech comprehension attention-mechanism highway-network part-of-speech-tagger machine-comprehension bidaf attention-model memen character-level-cnn query-to-context-attention context-to-query-attention bidaf-pos pos-embedding part-of-speech-embdding

UpdatedDec 11, 2017
Jupyter Notebook

eitanhaimashiah /multibidaf

Star8

Multiple Sentences Bi-directional Attention Flow (Multi-BiDAF) network is a model designed to fit the BiDAF model of Seo et al. (2017) for the Multi-RC dataset. This implementation is built on the AllenNLP library.

reading-comprehension bidaf allennlp multirc