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 34 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
Novel data representation leading to granular citations and higher accuracy
python data machine-learning ai vector context embeddings citations accuracy chunking rouge-metric traceability unstructured-data citations-data datalabeling hallucinations llm faithfulness graphrag
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Feb 18, 2025 - 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
Python implementation for evaluating summarization by ROUGE package
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Aug 30, 2017 - Perl
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
Python ROUGE implementation 🦁
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Dec 27, 2021 - Python
A benchmark of ChatGPT and some of its challengers on summarization task
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Apr 24, 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
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
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
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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May 3, 2025 - Jupyter Notebook
Chatbot for IIIT Nagpur using Fine Tuning and RAG
lora rouge-metric similarity-score bleu-score similarity-search pinecone fine-tuning rag huggingface streamlit human-evaluation llm huggingface-spaces qlora unsloth phi-3-mini llama-3-2-1b
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Dec 7, 2024 - 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
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