Calculating ROUGE score between two files (line-by-line)
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Jul 8, 2021 - Perl
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rouge-metric
Here are 29 public repositories matching this topic...
Python ROUGE Score Implementation for Chinese Language Task (official rouge score)
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Jun 27, 2024 - Python
An implementation of ROUGE family metrics for automatic summarization.
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Jan 7, 2023 - Perl
A Python wrapper of the official ROUGE-1.5.5.pl script and a re-implementation of full ROUGE metrics.
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Feb 26, 2021 - Perl
Finetune GPT2 for text summarization
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Aug 16, 2021 - Python
ROUGE L metric implementation using tensorflow ops
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Sep 17, 2018 - Python
Calculating ROUGE score for Korean (Wrapper for ROUGE-1.5.5.pl script)
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Dec 19, 2022 - Python
Python implementation for evaluating summarization by ROUGE package
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Aug 30, 2017 - Perl
Python ROUGE implementation 🦁
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Dec 27, 2021 - Python
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
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Nov 24, 2022 - Jupyter Notebook
A benchmark of ChatGPT and some of its challengers on summarization task
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Apr 24, 2023 - Python
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
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May 22, 2024 - Python
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
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May 27, 2023 - 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
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
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Jun 27, 2022 - 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…
python
natural-language-processing
deep-learning
torch
artificial-intelligence
lstm
rdf-triples
nlg
rouge-metric
bleu-score
transformer-architecture
bertscore
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Jul 22, 2022 - Jupyter Notebook
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.
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Aug 11, 2024 - Python
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
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May 5, 2024 - Jupyter Notebook
python
natural-language-processing
deep-learning
torch
transformer
lstm
natural-language-generation
rouge-metric
bleu-score
bertscore
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Jul 22, 2022 - Jupyter Notebook
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