Simple text summarizer using T5-small model, trained on CNN/DailyMail and XSum datasets.
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Nov 8, 2025 - Python
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xsum
Here are 9 public repositories matching this topic...
Offer straightforward guidance to reproduce the results of NLP papers.
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Mar 13, 2023 - Python
This project implements a headline summarization pipeline using the T5 transformer model fine-tuned on the XSum dataset. It provides a user-friendly interface using Gradio to generate concise summaries for long headlines or paragraphs. The project showcases end-to-end machine learning capabilities, from preprocessing and fine-tuning to deployment
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Jan 27, 2025 - Jupyter Notebook
This is a Pytorch implementation of a summarization model that is fine-tuned on the top of Google-T5 pre-trained model.
nlp pytorch transformer summarization rouge-l abstractive-summarization wikihow xsum hugging-face t5-model
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Feb 2, 2022 - Python
4th-year HSE coursework on data-centric abstractive summarization: filtering XSum examples and fine-tuning BART.
nlp transformers bart summarization rouge data-filtering abstractive-summarization huggingface xsum data-centric-ai
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Aug 15, 2026 - Jupyter Notebook
fast and exact summation
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Oct 24, 2025 - Swift
Factuality-aware reranking for XSum summarization with reproducible offline fallback artifacts.
machine-learning natural-language-processing information-retrieval deep-learning reproducible-research evaluation transformers pytorch text-summarization summarization fact-checking reranking huggingface xsum factuality
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Apr 30, 2026 - Python
Transfer Learning for Text Summarization
nlp transformers pytorch named-entity-recognition text-summarization summarization seq2seq transfer-learning fairseq cnn-dm xsum
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Jan 29, 2020 - Python
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