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rouge-metric

Here are 25 public repositories matching this topic...

pltrdy / files2rouge

Calculating ROUGE score between two files (line-by-line)

nlp natural-language-processing summarization rouge rouge-metric

Updated Jul 8, 2021
Perl

Isaac-JL-Chen / rouge_chinese

Python ROUGE Score Implementation for Chinese Language Task (official rouge score)

nlp algorithm metrics summarization chinese-nlp rouge rouge-metric rouge-l

Updated Sep 18, 2022
Python

neural-dialogue-metrics / rouge

An implementation of ROUGE family metrics for automatic summarization.

nlp natural-language-processing metrics summarization pure-python rouge-metric

Updated Jan 7, 2023
Perl

li-plus / rouge-metric

A Python wrapper of the official ROUGE-1.5.5.pl script and a re-implementation of full ROUGE metrics.

python nlp machine-learning pypi summarization rouge rouge-metric

Updated Feb 26, 2021
Perl

MehwishFatimah / GPT2_Summarization

Finetune GPT2 for text summarization

summarization rouge-metric fine-tuning gpt2 huggingface

Updated Aug 16, 2021
Python

VD44 / Rouge-L-Tensorflow

ROUGE L metric implementation using tensorflow ops

python machine-learning reinforcement-learning tensorflow rouge-metric rouge-l

Updated Sep 17, 2018
Python

hong8e / KoROUGE

Calculating ROUGE score for Korean (Wrapper for ROUGE-1.5.5.pl script)

nlp summarization rouge-metric evaluation-metrics

Updated Dec 19, 2022
Python

pltrdy / pythonrouge

Python implementation for evaluating summarization by ROUGE package

nlp natural-language-processing summarization rouge rouge-metric

Updated Aug 30, 2017
Perl

kawaijoe / explore-text-sum

nlp ai text textrank summarization seq2seq rouge text-rank rouge-metric nlp-machine-learning seq2seq-model lexrank rouge-evaluation pointer-generator pointer-generator-network lex-rank

Updated Aug 1, 2018
Python

m3hrdadfi / rouge-metric

Python ROUGE implementation 🦁

rouge rouge-metric multilanguage google-rouge huggingface-rouge huggingface-metric

Updated Dec 27, 2021
Python

GURPREETKAURJETHRA / RAG-Evaluator

A library for evaluating Retrieval-Augmented Generation (RAG) systems

diversity library metrics python-3 rouge-metric evaluation-metrics bert bleu-score perplexity rag streamlit racial-bias llm generative-ai

Updated May 22, 2024
Python

svpathak / Image-Caption-Generator

A model inspired from the famous Show and Tell Model is implemented for automatic image captioning.

meteor pytorch lstm show-and-tell rouge-metric bleu-score resnet101 lstm-decoder image-caption-generator

Updated Nov 24, 2022
Jupyter Notebook

HoLuc / GPT-model-Benchmark

A benchmark of ChatGPT and some of its challengers on summarization task

benchmark machine-learning deep-learning gpt rouge-metric bert bleu-score gpt-2 gpt-3 bleurt-20

Updated Apr 24, 2023
Python

paultheron-X / INF582-NLP_challenge

Construction of a model to determine whether summaries of some news article were written by humans or machine generated.

nlp text-classification torch n-grams summarization keyword-extraction rouge-metric bert roberta huggingface-transformers computer-generated-text gltr

Updated Jun 27, 2022
Python

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.

python nlp bart summarization seq2seq pegasus rouge-metric bert fine-tuning medical-dataset t5

Updated May 17, 2024
Jupyter Notebook

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.

python natural-language-processing data-mining data-visualization data-analysis rouge-metric spacy-nlp heuristic-evaluation bert-embeddings gpt3-api sklearn-clustering

Updated May 27, 2023
Python

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 N…

python natural-language-processing deep-learning torch artificial-intelligence lstm rdf-triples nlg rouge-metric bleu-score transformer-architecture bertscore

Updated Jul 22, 2022
Jupyter Notebook

Sandyguh04 / NLP_summarization

The results of toy example summaries and DUC corpus evaluated with different python libraries based on ROUGE metric

supervised-learning rouge-metric summaries easy-rouge rouge-python pyrouge-library rouge-pltrdy duc-nist

Updated Feb 5, 2020
Jupyter Notebook

dvd125 / NLG-The-impact-of-data-quality-on-automatic-text-generation-from-RDF-data

python natural-language-processing deep-learning torch transformer lstm natural-language-generation rouge-metric bleu-score bertscore

Updated Jul 22, 2022
Jupyter Notebook

rayhung1 / NLP-Headline-Generation

Study Uses LLMs to craft accurate, engaging headlines from Reddit Posts

summarization rouge-metric bleu-score fine-tuning pre-trained-language-models headline-generation llm-training

Updated May 5, 2024
Jupyter Notebook

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