GitHub topics: multi-document-summarization
Alex-Fabbri/Multi-News
Large-scale multi-document summarization dataset and code
Language: Python - Size: 55.3 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 284 - Forks: 52
Kleo-Karap/KPA_thesis
Thesis project for the MSc "Language Technology" of the National and Kapodistrian University of Athens (NKUA)
Language: HTML - Size: 9.75 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
nicolay-r/ViLongT5
LongT5-based model pre-trained on a large amount of unlabeled Vietnamese news texts and fine-tuned with ViMS and VMDS collections
Language: Python - Size: 3.38 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0
yajasarora/Multi-Document-Summarizer-using-Transfer-Learning
This project uses transfer learning with the T5 model to summarize multiple documents into concise summaries. It leverages advanced NLP techniques to efficiently process and extract key information from large text datasets.
Language: Jupyter Notebook - Size: 22.5 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0
yaolu/Multi-XScience
Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles
Size: 57.1 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 41 - Forks: 5
nbtpj/mca_bart
Graduation project (B.Sc). Email me for the full document.
Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
vishnu45/NLP-Extractive-NEWS-summarization-using-MMR
A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.
Language: Python - Size: 93.8 KB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 61 - Forks: 38
tafseer-nayeem/NeuFuse
[Computer Speech & Language, Elsevier] - Neural Sentence Fusion for Diversity Driven Abstractive Multi-Document Summarization.
Language: Python - Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1
yg211/acl20-ref-free-eval
SUPERT: Unsupervised multi-document summarization evaluation & generation
Language: Python - Size: 199 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 88 - Forks: 15
nhgh10/mca_bart
This repo contains code for handling multiple documents vertically by Multi-Channel Attention and Pseudo Multi-Channel augmentation code for a particular problem of Query-Driven Abstractive Multi-Document Summarization.
Language: Jupyter Notebook - Size: 8.91 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Likhith-Asapu/Multiperspective-Answer-Summariser
An Automatic Answer Summariser developed using Python, PyTorch, and HuggingFace trained on Quora Dataset aimed at summarizing and providing a single answer to a question using answers from multiple users.
Language: Python - Size: 894 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
yunzhusong/NAACL2022-REFLECT
Code for the paper: Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness
Language: Python - Size: 208 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 3
caomanhhaipt/Extractive-Multi-document-Summarization
Extractive Multi-document Summarization
Language: Perl - Size: 206 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 3
nbtpj/from-mono-to-multi
Expand the capability of Decoder via Multi-Channel Attention
Language: Jupyter Notebook - Size: 9.72 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
morningmoni/RL-MMR
Code for "Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning", EMNLP 2020
Language: Python - Size: 225 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 10 - Forks: 5
AnjaneyaTripathi/multilingual-summarizer
A multilingual and multi-document model that uses an enhanced version of TF-IDF and knowledge graphs to generate an abstractive summary
Language: Python - Size: 12.7 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1
