Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"
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Jul 23, 2020 - Python
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abstractive-summarization
Here are 92 public repositories matching this topic...
Abstractive summarisation using Bert as encoder and Transformer Decoder
nlp transformer summarization transfer-learning nlg bert abstractive-text-summarization abstractive-summarization bert-model
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May 30, 2023 - Python
A Abstractive Summarization Implementation with Transformer and Pointer-generator
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May 21, 2021 - Python
Pointer-generator reinforced seq2seq summarization in PyTorch
coverage reinforcement-learning pytorch summarization seq2seq attention attention-mechanism summarizer pointer-network abstractive-summarization coverage-mechanism
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Apr 16, 2019 - Python
Topic-Aware Convolutional Neural Networks for Extreme Summarization
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Jun 20, 2023 - Python
This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.
multilingual machine-learning deep-learning dataset text-summarization abstractive-text-summarization abstractive-summarization text-summarisation low-resource-languages multilinguality summarization-corpora summarization-dataset multilingual-text-summarization text-summarization-dataset text-summarization-model low-resource-summarization low-resource-text-summarizarion multilingual-summarization
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Mar 26, 2024 - Python
Neural abstractive summarization (seq2seq copy (or pointer network) coverage) in pytorch on CNN/Daily Mail
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Apr 19, 2022 - Python
Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"
autoencoder summarization seq2seq gumbel-softmax abstractive-summarization sentence-compression seq2seq2seq
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Jun 21, 2022 - Python
FactSumm: Factual Consistency Scorer for Abstractive Summarization
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Jan 1, 2024 - Python
ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation
data-science machine-learning natural-language-processing deep-learning algorithms amazon reviews yelp vae summarization natural-language-generation abstractive-text-summarization abstractive-summarization opinion-summarization
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Jul 6, 2023 - Python
Text summarization starting from scratch.
nlp text-mining deep-learning text-summarization extractive-summarization papers-collection abstractive-summarization sentence-compression
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Aug 27, 2024
Abstractive and Extractive Text summarization using Transformers.
api flask aws prototype transformers pytorch led bart text-summarization pegasus extractive-summarization bert abstractive-summarization roberta fastapi gpt2 t5 xlnet streamlit longformer
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Jun 9, 2023 - Jupyter Notebook
Byte Cup 2018 International Machine Learning Contest (3rd prize)
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Aug 26, 2022 - Python
A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.
python nlp pdf machine-learning xml transformers bart text-summarization summarization xml-parser automatic-summarization abstractive-text-summarization abstractive-summarization
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Nov 23, 2020 - Python
Implementation of the paper "FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations (NAACL 2022)"
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Jul 26, 2023 - Python
Codebase for the Summary Loop paper at ACL2020
news reinforcement-learning summarization unsupervised-learning abstractive-summarization acl2020 fluency-model
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Jun 12, 2023 - Python
Abstractive summarization leveraging opennmt
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Apr 17, 2022 - Python
Abstractive text summarization by fine-tuning seq2seq models.
nlp transformers colab bart transfer-learning pegasus sequence-models abstractive-summarization huggingface t5-model
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Feb 18, 2021 - Python
The code repository for NAACL 2021 paper "AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization".
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May 10, 2021 - Python
Gazeta: Dataset for automatic summarization of Russian news / Газета: набор данных для автоматического реферирования на русском языке
machine-learning dataset text-summarization summarization abstractive-text-summarization abstractive-summarization text-summarisation russian-language summarization-corpora summarization-dataset abstractive-summarization-dataset
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Oct 6, 2021 - Python
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