summarisation

A sophisticated news processing pipeline that combines AI-powered content extraction, advanced NLP techniques, and interactive data visualizations to provide comprehensive news analysis across multiple categories.

graph-algorithms topic-modeling pegasus news-extractor news-summarization graph-based summarisation nlp-project mrm8488

Updated Jul 30, 2025
Python

joplin / plugin-ai-summarisation

Star 10

🤖 Joplin AI - Summarisation: The project aims to create note summaries to help users synthesize main ideas and arguments to identify salient points. This means that users will have a clear idea of what the note is about in a short piece of text with less mental effort.

web-development artificial-intelligence nlp-machine-learning summarisation joplin joplin-plugin

Updated Oct 7, 2024
JavaScript

m-a-y-a-n-k / SumItUp

Star 3

SumItUp is a platform that allows users to generate summaries from various types of content, including audio, images, videos, GIFs, URLs, PDFs and books. It provides users with quick and concise summaries to help them understand the content more efficiently.

nodejs javascript react-native mongodb cross-platform reactjs express-middleware subscriptions content-generation summarisation summarization-model

Updated Dec 26, 2025
TypeScript

jaotheboss / Abstractive-Summarisation

Star 2

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.

text summary attention-mechanism abstractive-text-summarization abstractive-summarization summarisation attention-layer

Updated Mar 25, 2023
Python

dark-horiznz / Conversation-Summarisation-with-RL

Star 2

Automated conversation summarisation using reinforcement learning. This project develops and evaluates RL-based models that generate concise, informative and less toxic summaries from a large variety of chat or dialogue data. Features include a modular summarisation pipeline, tuning on custom created dataset, and flexible evaluation metrics.

reinforcement-learning dataset-creation summarisation llm-finetuning

Updated Sep 9, 2025
Jupyter Notebook

seanpedrick-case / llm_topic_modelling

Star 1

Large language model topic modelling / thematic summarisation of tabular open text data. Live demo: https://huggingface.co/spaces/seanpedrickcase/llm_topic_modelling

topic topic-modeling summarization consultations summarisation topic-modelling thematic-analysis

Updated Dec 19, 2025
Python

souradip93 / material-science-dtector

Star 1

Material Science Predictor

django deep-learning ner material-science bilstm-crf-model summarisation

Updated Jun 22, 2022
Python

ai-mindset / distil

Star 1

⚗️ Distil - LLM-powered weekly digests from RSS feeds, arXiv, PubMed, YouTube etc.

python cli rss research pubmed digest weekly-digest arxiv fasthtml summarisation youtube-transcripts llm

Updated Dec 30, 2025
Python

anantshahi / NLP_exctractive_and_abstractive_simple_implementation

Star 1

Abstractive summarizers GPT2 vs XLNet vs BERT model

nlp python3 colab-notebook summarisation bert-model gpt2 xlnet

Updated May 13, 2021
Jupyter Notebook

Oisin003 / Final-Year-Project

Star 1

L00172671 - Oisin Gibson

nodejs javascript python java nlp pdf jupyter-notebook summarization su financial-data financial-analysis rouge-metric nlp-machine-learning bleu-score anomaly-detection summarisation

Updated Dec 18, 2025
Jupyter Notebook

foxar124 / distillery

Star 1

like homebrew but with less fizz. install binaries as fast and as easy as possible. no package manager, no recipes or metadata to update, just install and go bin, binaries, fast, installer