Large-scale multi-document summarization dataset and code
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May 8, 2023 - Python
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multi-document-summarization
Here are 11 public repositories matching this topic...
SUPERT: Unsupervised multi-document summarization evaluation & generation
reinforcement-learning genetic-algorithm multi-document-summarization unsupervised-metrics unsupervised-summarization
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Dec 8, 2022 - Python
A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.
machine-learning natural-language-processing text-summarization mmr lexrank rouge-evaluation multi-document-summarization jaccard-coefficient-scores
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Jan 20, 2017 - Python
Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles
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Jun 15, 2024
Code for "Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning", EMNLP 2020
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Jun 20, 2021 - Python
Extractive Multi-document Summarization
python machine-learning mmr extractive-summarization centroid multi-document-summarization sentence-positions
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Jan 16, 2025 - Perl
LongT5-based model pre-trained on a large amount of unlabeled Vietnamese news texts and fine-tuned with ViMS and VMDS collections
nlp vietnamese transformer language-model vietnamese-nlp multi-document-summarization textsummarization t5 t5-model
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Nov 9, 2024 - Python
[Computer Speech & Language, Elsevier] - Neural Sentence Fusion for Diversity Driven Abstractive Multi-Document Summarization.
multi-document-summarization abstractive-text-summarization abstractive-summarization sentence-fusion summarization-dataset neural-sentence-fusion abstractive-summarization-dataset
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Apr 6, 2021 - Python
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.
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Sep 15, 2023 - Python
Abstractive multi-document summarization pipeline over the Multi-News dataset using three state-of-the-art seq2seq models: Pegasus-Large, BART-Large-CNN, and LED-Base-16384
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May 7, 2025 - Jupyter Notebook
Thesis project for the MSc "Language Technology" of the National and Kapodistrian University of Athens (NKUA)
nlp machine-translation transformers clustering-evaluation shared-tasks multi-document-summarization low-resource-languages optuna sentence-transformers greek-bert keypoint-matching berttopic mistral-7b peft-fine-tuning-llm keypoint-analysis keypoint-generation
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Feb 7, 2025 - HTML
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