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 41 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
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
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
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
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
An LLM-powered application that summarizes scientific research papers, extracts tables, and provides real-time evaluation using BERTScore (F1) and ROUGE. Built using Meta’s LLaMA 3–8B via Groq, with table extraction powered by pdfplumber and pandas.
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Jul 23, 2025 - Python
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
An end-to-end pipeline for adapting FLAN-T5 for dialogue summarization, exploring the full spectrum of modern LLM tuning. Implements and compares Full Fine-Tuning, PEFT (LoRA), and Reinforcement Learning (RLHF) for performance and alignment. Features a PPO-tuned model to reduce toxicity, in-depth analysis notebooks, and interactive Streamlit demo.
machine-learning reinforcement-learning deep-learning transformers lora rouge-metric fine-tuning huggingface streamlit-webapp prompt-tuning large-language-models prompt-engineering generative-ai rlhf flan-t5 llms-benchmarking peft-fine-tuning-llm
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Aug 4, 2025 - Jupyter Notebook
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