niravnb / Table-Summarizer

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Table-Summarizer

Implemented an encoder-decoder LSTM model on the WeatherGov dataset to generate summary from a table of weather records.

Improved BLEU (bilingual evaluation understudy) score by incorporating pre-trained GloVe embeddings, attention mechanism and beam search decoding.