雖然這篇Gigaword dataset鄉民發文沒有被收入到精華區：在Gigaword dataset這個話題中，我們另外找到其它相關的精選爆讚文章
[爆卦]Gigaword dataset是什麼？優點缺點精華區懶人包
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#1gigaword - Datasets - TensorFlow
Headline-generation on a corpus of article pairs from Gigaword consisting of around 4 million articles. ... Dataset size: Unknown size.
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#2gigaword · Datasets at Hugging Face
Dataset Card for Gigaword. Dataset Summary. Headline-generation on a corpus of article pairs from Gigaword consisting of around 4 million articles.
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#3Chinese Gigaword Dataset | Papers With Code
Chinese Gigaword corpus consists of 2.2M of headline-document pairs of news stories covering over 284 months from two Chinese newspapers, namely the Xinhua ...
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#4Gigaword Dataset - NLP Hub - Metatext
Created by Rush et al. at 2015, the Gigaword Dataset contains headline-generation on a corpus of article pairs from Gigaword consisting of around 4 million ...
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#5English Gigaword - Linguistic Data Consortium - LDC Catalog
English Gigaword was produced by Linguistic Data Consortium (LDC) catalog number LDC2003T05 and ISBN 1-58563-260-0, and is distributed on DVD. This is a ...
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#6GigaWord Dataset | DeepAI
Research that uses GigaWord Dataset · Single Object Tracking: A Survey of Methods, Datasets, and Evaluation Metrics · Deep Surface Reconstruction ...
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#7Neural Abstractive Summarization on the ... - Stanford University
We use the annotated Gigaword dataset [9] to train our models. The data comprises of news articles collected from the past decade. Our article-summary pairs ...
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#8datasets/gigaword.py at master · tensorflow/datasets - GitHub
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ... - datasets/gigaword.py at master · tensorflow/datasets.
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#9The Swedish Culturomics Gigaword Corpus | Språkbanken Text
One billion Swedish words from 1950 and onwards. Please reference the dataset using the following reference: Stian Rødven Eide, Nina Tahmasebi, Lars Borin.
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#10The experimental results on Gigaword Corpus. * indicates the...
We perform experiments with six encoding levels with weight sharing on the renowned short sentence summarization Gigaword and DUC2004 Task1 datasets.
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#11Summarization | NLP-progress
The Gigaword summarization dataset has been first used by Rush et al., 2015 and represents a sentence summarization / headline generation task with very ...
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#12arXiv:2005.00882v2 [cs.CL] 5 May 2020
In addition, the Gigaword dataset (as well as other widely-used datasets) was noisy for summa- rization research because it was not created for ...
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#13Danish Gigaword
Danish Gigaword Corpus: A billion words of Danish, in one open and free dataset.
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#14Gigaword dataset - Download from NLP Database - AutoNLP
Redirecting in 0 seconds. Download Gigaword dataset from external link. Go back dataset. Talk with our sales team. Contact Us · AutoNLP BETA.
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#15A One Billion Word Swedish Reference Dataset for NLP - LiU ...
Following the work of Schäfer and. Bildhauer (2012) and others, this paper presents an effort to create a dataset, the Swedish Culturomics. Gigaword Word Corpus ...
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#16Annotated Gigaword
a static, large-scale resource for knowledge acqui- sition and computational semantics. This resource will (1) provide a consistent dataset of state-of-the-.
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#17OpenNMT/summary - Gitter
I introduced the Gigaword dataset, but I don't think it makes sense for long-form summarization. Paul Tardy. @pltrdy. Indeed. Does Nallapati work with ...
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#18Global Encoding for Abstractive Summarization - Association ...
Gigaword dataset. The text highlighted indicates repetition, “#” refers to masked number. However, recent studies show that there are.
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#19Activity Stream - english-gigaword - Datasets - the Datahub
Activity Stream. not logged in updated the dataset english-gigaword over 8 years ago. english-gigaword. Followers: 1. Organization. Global.
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#20How to finetune distillbart for abstractive summarization using ...
I did use the gigaword dataset provided by tensorflow but it replaces numbers by this character: "#", as a result, my summaries have ...
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#21The Spoken Language Group at Institute of Information ...
... Chinese Gigaword Second Edition; LDC2007T38 - Chinese Gigaword Third Edition ... LDC2011T07 - English Gigaword Fifth Edition; LDC2011T08 - Datasets for ...
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#22Neural Abstractive Summarization on the Gigaword Dataset
Neural attentional sequence-to-sequence models hold the promise of being able to produce high quality extractive summaries. However, when applied to ...
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#23Open datasets like the GigaWord for text summarization?
The English GigaWord dataset by the Linguistics Dataset Consortium contains some 10 million articles alongside an equally large vocabulary ...
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#24Wikipedia+Gigaword 5 (6B) - dataset by marcusyyy | data.world
6B tokens, 400K vocab, uncased, 50d, 100d, 200d, & 300d vectors, 822 MB download.
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#25In computational linguistics, are there any corpora similar to ...
In computational linguistics, are there any corpora similar to Gigaword that ... Here's an alphabetical list of free/public domain datasets with text data ...
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#26Textsum TensorFlow Model
We used the Gigaword dataset described in Rush et al. A Neural Attention Model for Sentence Summarization. We cannot provide the dataset due to the license. See ...
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#27Gigaword Dataset Download - githubhot
Gigaword Dataset Download #2. in the "Download data and process data" part, the download gigaword data's url is not work. 404 Eroor get.
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#28Summarization — OpenNMT-py documentation
... summarization experiments on the CNN-DM and gigaword datasets using OpenNMT-py. ... Let's compute the vocab over the full dataset ( -n_sample -1 ):.
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#29Learning to Encode Text as Human-Readable Summaries ...
Gigaword datasets and CNN/Daily Mail dataset. In Section 6.1,6.2 and 6.4, the experiments were conducted on English Gigaword, while the experi-.
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#30gigaword summarization dataset
(2015) on the Gigaword dataset without … The Gigaword Entailment dataset is a dataset for entailment prediction between an article and its ...
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#31Time Expression Recognition Using a Constituent-based ...
Datasets. We analyze the time expressions from four datasets: TimeBank, Gigaword, WikiWars, and Tweets. TimeBank is a benchmark dataset and consists of 183 news ...
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#32NTCIR7 MOAT Xinhua News corpus
a.1 Chinese (simplified) Dataset ... *For the documents included in Chinese Gigaword First Edition, different format of Doc ID is used.
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#33Building a Summarization System in Minutes - Medium
Unfortunately, the Gigaword dataset does contains a special token, <unk>, inside the train and validation sets, and it also expects models to ...
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#34Hugenews dataset. The Post conducted additional reporting in ...
On full Gigaword dataset, ERNIE-G EN L A R G E creates the state-of-the-art results, outperforming various pervious methods. trained for 1. kitti2bag ...
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#35Deep Learning Based Abstractive Text Summarization
In addition, existing datasets for training and validating these ... The Gigaword dataset is commonly employed for single-sentence summary ...
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#36GLGE
Information about GLGE Dataset. ... GLGE contains 8 language generation tasks, including Abstractive Text Summarization (CNN/DailyMail, Gigaword, XSUM, ...
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#37Figure 18 | Deep Learning Based Abstractive Text ... - Hindawi
ROUGE1, ROUGE2, and ROUGE-L scores of several deep learning abstractive text summarisation methods for the Gigaword dataset.
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#38Reinforced Abstractive Text Summarization With Semantic ...
Our two models, ROUGE-SIM and ROUGE-WMD, scored 0.418 and 0.406 for ROUGE-L, respectively, for the Gigaword dataset.
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#39ITU led project will make automated translation more reliable
This is where the IT University lead Danish Gigaword Project comes ... has compiled the first gigaword dataset with over a billion Danish ...
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#40SemSUM: Semantic Dependency Guided Neural Abstractive ...
glish Gigaword, DUC 2004 and MSR abstractive sentence summarization datasets. ... Experiments on the Gigaword dataset show that our ap-.
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#41Improving Transformer with Sequential Context ...
We evaluate our methodology on English Gigaword and DUC-2004 datasets which are the standard benchmark datasets for abstractive text summarization. The English.
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#42Dataset | Qiang Zhang
[Annotated English Gigaword] (https://catalog.ldc.upenn.edu/LDC2012T21), a dataset often used in summarization research.
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#43Geographically-Balanced Gigaword Corpora for 50 Language ...
This 423 billion word dataset has previously been visualized to show the underlying geographic biases of both web data and Twitter data.3 The ...
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#44How to download pre-trained models and corpora — gensim
For more details, look inside the file that defines the Dataset class for your ... "Pre-trained vectors based on Wikipedia 2014 + Gigaword, ...
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#45Efficient Summarization with Read-Again and Copy Mechanism
We demonstrate the effectiveness of our approach on the Gigaword dataset and DUC competition outperforming the state-of-the-art.
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#46SA-HAVE: A Self-Attention based Hierarchical VAEs Network ...
The experimental results on the Gigaword and. CNN/Daily Mail datasets validate the superior performance of SA-HVAE, and our model has a.
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#47Transferring Knowledge from Machine Comprehension to ...
marization achieves the state-of-the-art results on the Gigaword dataset. ... high-quality benchmark datasets [Hermann et al., 2015; Rajpurkar et al., 2016; ...
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#48TED: A Pretrained Unsupervised Summarization Model with ...
word datasets with various document styles. ... unsupervised abstractive baselines on all datasets. ... Results on English Gigaword dataset are shown in.
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#49RL extraction of syntax-based chunks for sentence compression
Previous studies on summarization tasks, especially on the Gigaword dataset, have only used dependency parsing as additional structural bias ...
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#50Santa Cruz Ellipsis Consortium Sluicing Dataset | Zenodo
... of sluicing (and some related constructions) extracted from the New York Times subset of the Gigaword dataset, from years 1994 to 2000.
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#51CS 5984 Big Data Text Summarization - VTechWorks
The English Gigaword dataset is a comprehensive archive of newswire text data in English that has been acquired by the LDC (Linguistic Data ...
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#52Deep Learning Based Abstractive Text Summarization - X-MOL
In addition, existing datasets for training and validating these ... The Gigaword dataset is commonly employed for single-sentence summary ...
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#53A One Billion Word Swedish Reference Dataset for NLP - Nina ...
The dataset consists of a wide range of sources, all annotated using a ... The Swedish Culturomics Gigaword Corpus: A One Billion Word ...
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#54gigaword summarization dataset - فروشگاه اینترنتی
Experiments on Gigaword dataset and DUC 2004 dataset show that our proposed FSum ... The Gigaword Entailment dataset is a dataset for entailment prediction ...
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#55Variational Neural Decoder for Abstractive Text Summarization
LCSTS and English Gigaword dataset, our model has a significant improvement over the baseline model. Keywords: abstractive summarization ...
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#56Flattening the Gigaword Corpus - Nelson Liu's Blog
Code for flattening the Gigaword corpus and associated usage ... it's easy to see how processing the whole dataset be quite slow.
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#57Abstractive Summarization - 知乎专栏
The English Gigaword is a sentence summarization dataset based on Annotated Gigaword, dataset consisting of sentence pairs, which are the ...
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#58NLP部分数据集共享- 小组讨论 - 豆瓣
整理了一下，我这现在有DUC2003、DUC2004、Gigaword、CNN/Daily Mail 、Mul-ti Times、New York Times数据集，需要啥的1.加关注2.留邮箱。
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#59GloVe: Global Vectors for Word Representation | Kaggle
This dataset contains English word vectors pre-trained on the combined Wikipedia 2014 + Gigaword 5th Edition corpora (6B tokens, ...
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#60Advanced Natural Language Processing with TensorFlow 2: ...
Before we work on the model, let's look at the datasets that are used for this purpose. ... Another popular dataset is the Gigaword dataset.
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#61Computational Intelligence in Communications and Business ...
For the abstractive text summarization model, following [25], we have used the Gigaword [10] dataset and the Document Understanding Conferences (DUC) [36] ...
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#62Advances in Computational Intelligence: 15th International ...
In the next section we first present the datasets that are commonly used to ... This corpus contains longer texts and abstracts than the GigaWord dataset as ...
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#63Neural Information Processing: 28th International ...
For Gigaword dataset, we set batch size to 64. We fine-tune the teacher model for 45 epochs, and each epoch costs 9,187s. However, we train the student ...
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#64Multilingual Text Analysis: Challenges, Models, And Approaches
Large-scale summarization dataset The de-facto datasets for automatic ... dataset not originally constructed for summarization: the Gigaword corpus,24 ...
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#65关于文本生成的数据集记录_仲夏 - CSDN博客
摘要数据集cnn/dailymailGigaword Gigaword corpus [Graff and Cieri, ... corpus of Chinese short text summarization (LCSTS) dataset [Hu et al., ...
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#66Gigaword 字
The Pubmed dataset consists of 19717 scientific publications from ... 「中文詞彙特性速描系統」與十四億字的LDC Chinese Gigaword語料庫結合後， ...
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#67歡迎- 國網中心資料集平台
水利署水資源物聯網相關感測資料. 不定期更新 需申請審核 本資料集包含水利署、水利署（與縣市政府合建）、農田水利署與營建署等各項感測資料，資料來源為水利.
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#68關於AI 的A 到Z：D 代表資料集(Dataset)
就像孩子是透過範例來學習，機器也是如此。而資料集正是這個學習過程的基礎。 為AI 選擇訓練資料時，AI 設計團隊必須審慎考量，而且可能會內建參數協助系統理解獲得的 ...
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#69Dataset | Documentation | Google Developers
Our approach to dataset discovery. We can understand structured data in Web pages about datasets, using either schema.org Dataset markup, or equivalent ...
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#70nelson-liu/flatten_gigaword - GitFreak
undefined flatten_gigaword: Dump the text of the Gigaword dataset into a single file, for use with language modeling (and other!) toolkits.
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#71AI資料集平台
標記的dataset出售。目前己公開販售的模型有：YOLO model for Forklift detection、Human/head detection for sporting peoples、YOLO model for Facial items ...
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#72数据集-阿里系唯一对外开放数据分享平台 - tianchi
Welcome to Tianchi Data Sets. We provide datasets for research use. By now more than 700 top-tier academic papers have used Tianchi datasets for research.
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