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Jul 22, 2022 - Jupyter Notebook
rouge-metric
Here are 27 public repositories matching this topic...
Study Uses LLMs to craft accurate, engaging headlines from Reddit Posts
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May 5, 2024 - Jupyter Notebook
The results of toy example summaries and DUC corpus evaluated with different python libraries based on ROUGE metric
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Feb 5, 2020 - Jupyter Notebook
Fine-tuning GPT-3.5 and Llama3 LLMs for enhanced persona consistency in chatbots using Google's Synthetic Persona Chat dataset
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Jun 28, 2024 - Jupyter Notebook
First Use of Rouge 1.5.5 / pyrouge in Python
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May 27, 2020 - Python
Houses the final project for Deep Learning (DS6050), University of Virginia
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Apr 18, 2023 - Jupyter Notebook
Collection of codes of Natural Language Processing college course
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Dec 23, 2023 - Jupyter Notebook
This project leverages FLAN-T5 from Hugging Face to perform dialogue summarization, fine-tuning with ROUGE, and detoxifying summaries using PPO and PEFT.
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Mar 20, 2024 - Jupyter Notebook
Automatic text summarization of news articles
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Jul 29, 2022 - Python
This repository contains a detailed implementation of a Retrieval-Augmented Generation (RAG) model leveraging Azure and Azure OpenAI services.
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Jun 21, 2024 - Jupyter Notebook
Construction of a model to determine whether summaries of some news article were written by humans or machine generated.
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Jun 27, 2022 - Python
This repository explores the use of advanced sequence-to-sequence networks and transformer models, such as BERT, BART, PEGASUS, and T5, for summarizing multi-text documents in the medical domain. It leverages extensive datasets like CORD-19 and a Biomedical Abstracts dataset from Hugging Face to fine-tune these models.
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May 17, 2024 - Jupyter Notebook
Unsupervised approach for inducing dialogue schemas from domain-specific conversations. This repository houses the source code and research findings from the application of cutting-edge NLP and ML techniques to dialogue systems.
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May 27, 2023 - Python
The work presented was developed during the internship, as researchers in the field of Natural Language Generation, at the Insid&s Lab laboratory in Milan-Bicocca. The work carried out deals with the creation of a framework for the correct assessment of the impact of the quality of the input datasets on the quality of the text generated by the N…
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Jul 22, 2022 - Jupyter Notebook
Python ROUGE implementation 🦁
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Dec 27, 2021 - Python
A library for evaluating Retrieval-Augmented Generation (RAG) systems
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May 22, 2024 - Python
A benchmark of ChatGPT and some of its challengers on summarization task
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Apr 24, 2023 - Python
A model inspired from the famous Show and Tell Model is implemented for automatic image captioning.
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Nov 24, 2022 - Jupyter Notebook
Python implementation for evaluating summarization by ROUGE package
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Aug 30, 2017 - Perl
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