Browsing by Subject "Text summarization"

Now showing items 1-3 of 3

    • Automatic text summarization using Gensim Word2Vec and K-Means Clustering Algorithm 

      Haider, Mofiz Mojib; Hossin, Md. Arman; Mahi, Hasibur Rashid (Brac University, 2020-04)
      The significance of text summarization in the Natural Language Processing (NLP) community has now expanded because of the staggering increase in virtual textual materials. Text summary is the process created from one or ...

    • Bengali text summarization using TextRank, Fuzzy C-means and aggregated scoring techniques 

      Rahman, Alvee; Rafiq, Fahim Md; Saha, Ramkrishna; Rafian, Ruhit (BRAC University, 2018-12)
      In this world, it is very difficult and time consuming for humans to summarize large documents, reports, news and research articles. Multiple text summarization techniques play vital roles in picking the important points ...

    • Optimizing abstractive summarization with fine-tuned PEGASUS 

      Rafi, Sadiul Arefin; Rahman, Naimur; Islam, Kazi Nazibul; Ahmad, Ha-mim (Brac University, 2023-09)
      Abstractive text summarization is the technique of generating a short and concise summary comprising the salient ideas of a source text without making a subset of the salient sentences from the source text. The introduction ...