rouge-metric
There are 28 repositories under rouge-metric topic.
pltrdy/files2rouge
Calculating ROUGE score between two files (line-by-line)
Isaac-JL-Chen/rouge_chinese
Python ROUGE Score Implementation for Chinese Language Task (official rouge score)
neural-dialogue-metrics/rouge
An implementation of ROUGE family metrics for automatic summarization.
li-plus/rouge-metric
A Python wrapper of the official ROUGE-1.5.5.pl script and a re-implementation of full ROUGE metrics.
MehwishFatimah/GPT2_Summarization
Finetune GPT2 for text summarization
VD44/Rouge-L-Tensorflow
ROUGE L metric implementation using tensorflow ops
hong8e/KoROUGE
Calculating ROUGE score for Korean (Wrapper for ROUGE-1.5.5.pl script)
pltrdy/pythonrouge
Python implementation for evaluating summarization by ROUGE package
svpathak/Image-Caption-Generator
A model inspired from the famous Show and Tell Model is implemented for automatic image captioning.
GURPREETKAURJETHRA/RAG-Evaluator
A library for evaluating Retrieval-Augmented Generation (RAG) systems
HoLuc/GPT-model-Benchmark
A benchmark of ChatGPT and some of its challengers on summarization task
m3hrdadfi/rouge-metric
Python ROUGE implementation 🦁
stuti-agrawal/Unsupervised-dialogue-schema-induction
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.
Arjun-08/Sequence-to-sequence-networks-for-multi-text-document-summarization
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.
dariodellamura/NLG-The-impact-of-data-quality-on-automatic-text-generation-from-RDF-data
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 NLG models, specifically: Creation of the "Concept-Based" and "Entity-Based" versions of the WebNLG dataset; Evaluation of the quality of the datasets created; Training of LSTM and Transformer models using the OpenNMT tool; Natural language text generation by LSTM and Transformer models; Evaluation of the quality of the text generated by the NLG models; Final analysis.
paultheron-X/INF582-NLP_challenge
Construction of a model to determine whether summaries of some news article were written by humans or machine generated.
eveschoen/deep-learning-religious-text
Houses the final project for Deep Learning (DS6050), University of Virginia
faisaltareque/Multilingual-Rouge-Scorer
This Python package is used for calculating ROUGE scores and supports over 100 languages by utilizing a multilingual BPE tokenizer. It leverages the mBERT tokenizer and was developed to support our work XL-HeadTags.
KristinaRay/text-summarization
Automatic text summarization of news articles
lisstasy/dialogue-summarization-project
This project leverages FLAN-T5 from Hugging Face to perform dialogue summarization, fine-tuning with ROUGE, and detoxifying summaries using PPO and PEFT.
rayhung1/NLP-Headline-Generation
Study Uses LLMs to craft accurate, engaging headlines from Reddit Posts
Sandyguh04/NLP_summarization
The results of toy example summaries and DUC corpus evaluated with different python libraries based on ROUGE metric
Saurabhf/RAG-BOT
This repository contains a detailed implementation of a Retrieval-Augmented Generation (RAG) model leveraging Azure and Azure OpenAI services.
tschomacker/pyrouge-first-use
First Use of Rouge 1.5.5 / pyrouge in Python
krish1925/Persona-Chatbot-G28
Fine-tuning GPT-3.5 and Llama3 LLMs for enhanced persona consistency in chatbots using Google's Synthetic Persona Chat dataset
LinggarM/natural-language-processing
Collection of codes of Natural Language Processing college course