Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic

28 Dec 2019 Ali Fadel Ibraheem Tuffaha Mahmoud Al-Ayyoub

In this paper, we describe our team's effort on the semantic text question similarity task of NSURL 2019. Our top performing system utilizes several innovative data augmentation techniques to enlarge the training data... (read more)

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Datasets


  Add Datasets introduced or used in this paper
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Question Similarity Q2Q Arabic Benchmark Tha3aroon F1 score 0.94848 # 2

Methods used in the Paper


METHOD TYPE
Sigmoid Activation
Activation Functions
Tanh Activation
Activation Functions
LSTM
Recurrent Neural Networks
BiLSTM
Bidirectional Recurrent Neural Networks
Softmax
Output Functions
ELMo
Word Embeddings