pltrdy/files2rouge

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

Language: Perl - Size: 206 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 192 - Forks: 53

Isaac-JL-Chen/rouge_chinese Fork of pltrdy/rouge

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

Language: Python - Size: 90.8 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 102 - Forks: 5

neural-dialogue-metrics/rouge

An implementation of ROUGE family metrics for automatic summarization.

Language: Perl - Size: 1.06 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 4

li-plus/rouge-metric

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

Language: Perl - Size: 150 KB - Last synced at: 26 days ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 0

VD44/Rouge-L-Tensorflow

ROUGE L metric implementation using tensorflow ops

Language: Python - Size: 18.6 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 12 - Forks: 1

MehwishFatimah/GPT2_Summarization

Finetune GPT2 for text summarization

Language: Python - Size: 66.4 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 2

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

Language: Jupyter Notebook - Size: 14.5 MB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

SupermatAI/supermat

Novel data representation leading to granular citations and higher accuracy

Language: Python - Size: 5.57 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 1

GURPREETKAURJETHRA/RAG-Evaluator

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

Language: Python - Size: 14.6 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 3

pltrdy/pythonrouge Fork of tagucci/pythonrouge

Python implementation for evaluating summarization by ROUGE package

Language: Perl - Size: 261 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 4 - Forks: 1

kawaijoe/explore-text-sum

Language: Python - Size: 1.67 MB - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 2

Gyanbardhan/Disha_Chatbot_IIITN

Chatbot for IIIT Nagpur using Fine Tuning and RAG

Language: Jupyter Notebook - Size: 5.06 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 22 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

HoLuc/GPT-model-Benchmark

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

Language: Python - Size: 17.5 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

paultheron-X/INF582-NLP_challenge

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

Language: Python - Size: 8.71 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

m3hrdadfi/rouge-metric

Python ROUGE implementation 🦁

Language: Python - Size: 31.3 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

RJTPP/Graph-based-Text-Summarization

MikeLab 2024 project. A Python project for graph-based text summarization using PageRank, TrustRank, and ROUGE validation

Language: Python - Size: 40 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

RJTPP/ROUGE-Evaluation-Tool

MikeLab 2024 subproject. Developed for the computation of ROUGE score.

Language: Python - Size: 24.4 KB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

insafhamdi/AutoMate-A-Retrieval-Augmented-AI-Chatbot-For-Car-Assistance

Language: HTML - Size: 10.3 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Saurabhf/IPL-GPT

This repository contains a detailed implementation of a Retrieval-Augmented Generation (RAG) model leveraging Azure and Azure OpenAI services.

Language: Jupyter Notebook - Size: 152 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

rayhung1/NLP-Headline-Generation

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

Language: Jupyter Notebook - Size: 138 MB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 42 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

LinggarM/natural-language-processing

Collection of codes of Natural Language Processing college course

Language: Jupyter Notebook - Size: 34.5 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

tschomacker/pyrouge-first-use

First Use of Rouge 1.5.5 / pyrouge in Python

Language: Python - Size: 14.6 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0