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Raoufdine SAID's Projects

bert_extsum_ner icon bert_extsum_ner

This repository presents and compares BERT based models for extractive summarization, named entity recognition or both.

hetersumgraph icon hetersumgraph

This repository presents and compares HeterSUMGraph and variants using GATConv, GATv2Conv and a combination of HeterSUMGraph and SummaRuNNer (using HeterSUMGraph as a sentence encoder).

radsum icon radsum

This repository presents and compares HeterSUMGraph and variants doing extractive summarization, named entity recognition or both. HeterSUMGraph and variants use GATv2Conv (from torch_geometric).

summarunner icon summarunner

This repository presents an in-depth study of SummaRuNNer (ablation and replacement study) and also presents SummaRuNNer's results on NYT50 and part of the French wikipedia, as well as the influence of the length of the summary in relation to the document on performance.

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