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Repository containing the project for the course on Business and Project Management at the University of Pisa (A.Y. 2022/2023) realized by Fabiano Pilia, Emanuele Tinghi and Matteo Dal Zotto.
Fine-tuning the T5-base model using parts of the CNN/DailyMail dataset using PyTorch Lightning.
finetuning t5-base model for detoxifying texts.
This project summarizes large text from any article to a smaller version without any loss in context. It uses the T5 Base transformer model.
Fine-Tuning LLM for summarization in Portuguese (T5)
This repository contains the code and outputs for the CS505: Natual Language Processing course project. The objective of this work is to explore the performance of different machine learning models in generating commit messages from changes in code.
An agent-based, peer-to-peer, chat/social messaging application, intended for users that speak differing native languages. Built atop Fetch.ai's uAgents framework and t5-base integration.
An agent-based reader view plugin for summarizing an article or web page, using Fetch.ai's uAgents framework and the t5-base integration.
A RAG (Retrieval augmented generation)-based FAQ Chat-Bot, designed to operate within an organization's internal domain. - Jul 2023 - Oct 2023
A resume matching tool. Finds the top 5 best matching resumes for each job description provided.
Thesis scope: Train and Develop a Table-to-Text Transformer-based model for contextual summarization of tabular data. To achieve this T5-small , T5-base, Bart-base and Llama2 7B chat were finetuned on ToTTo and QTSumm. Regarding ToTTo, the models outperformed the benchmark.
A news headline generator finetuned on T5-base.
A NLP based summarizer which can summarize news article.
Multilingual Text Summarizer is a web application that summarizes text, PDFs, and images in multiple languages using a T5 transformer model. The application is built with Streamlit, EasyOCR, and Hugging Face Transformers.
German-to-English fine-tuned T5 base model with dependency-parsing enhancement.
Finetuned FLAN-T5 to translate English to Hawaiian Pidgin
This repository consists of the implementation of the paper "Automatic Ellipsis Reconstruction in Coordinated German Sentences based on Text-To-Text Transfer Transformers" which is accepted at 27th International Conference on Text, Speech and Dialogue.
A django application that allows you to summarize the content of a press article found by a user. It uses the T5 model for summarization, the LDA algorithm for topic modeling and Selenium to scrape the content of the linked article.
In this we explore the large language models like Pegasus ,ERNIE and T5 Large
Institute Technical Summer Project -23/24
T5-base model is finetunned for abstract2title