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Jun 28, 2024 - Jupyter Notebook
abstractive-text-summarization
Here are 52 public repositories matching this topic...
[ACL-IJCNLP 2021] Self-Supervised Multimodal Opinion Summarization
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Apr 6, 2024 - Python
This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.
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Mar 26, 2024 - Python
Abstractive Text Summarization with T5, assessed using the ROUGE metrics 🌟📊
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Jan 23, 2024 - Jupyter Notebook
Transforming lengthy textual content into concise and meaningful summaries is the essence of this project. Leveraging the power of the Pegasus model, our abstractive text summarization repository aims to distill complex information into succinct and coherent summaries. Pegasus, state-of-the-art pre-trained model, excel in generating human like text
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Jan 11, 2024 - HTML
Abstractive text summarisation using BART model on articles data.
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Dec 9, 2023 - Jupyter Notebook
Abstractive Text Summarization using Transformer
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Dec 2, 2023 - Jupyter Notebook
News Headline and Summary Generation through Abstractive Summarization: Project Repo for Adavanced Machine Learning (AML) course at Ashoka
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Sep 24, 2023 - Jupyter Notebook
Speaker Diarization + Speech to text + abstract summerization
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Aug 2, 2023 - HTML
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Jul 28, 2023 - Python
Summarizing text to extract key ideas and arguments
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Jul 22, 2023 - Python
ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation
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Jul 6, 2023 - Python
Abstractive text summarization generates a shorter version of a given sentence while attempting to preserve its contextual meaning. In our approach we model the problem using an attentional encoder decoder which ensures that the decoder focuses on the appropriate input words at each step of our generation.
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Jun 1, 2023 - Jupyter Notebook
Abstractive summarisation using Bert as encoder and Transformer Decoder
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May 30, 2023 - Python
Using various NLP libraries for Text Summarization
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Apr 22, 2023 - Jupyter Notebook
Extractive and Abstractive Text Summarization of US Supreme Court Opinions
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Apr 11, 2023 - Jupyter Notebook
Using a deep learning model that takes advantage of LSTM and a custom Attention layer, we create an algorithm that is able to train on reviews and existent summaries to churn out and generate brand new summaries of its own.
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Mar 25, 2023 - Python
Deep Reinforcement Learning For Sequence to Sequence Models
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Mar 24, 2023 - Python
A curated list of resources dedicated to text summarization
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Jan 9, 2023
Implementation of an Attention-based LSTM Encoder-Decoder Approach for Abstractive Text Summarization
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Dec 6, 2022 - Python
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