new dataset
RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation
... In this work we introduce Realistic Urban Nav- igation (RUN), where we aim to interpret naviga- tion instructions relative to a rich symbolic rep- resentation of the world, given by a real dense urban map. To address ...
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International investment patterns: evidence using a new dataset
... This paper analysis the bilateral, source and host factors driving portfolio equity investment across countries, using International Monetary Fund’s new dataset on international equity holdings at the end ...
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A New Dataset and Method for Automatically Grading ESOL Texts
... Techniques such as LSA (Landauer and Foltz, 1998) measure, in addition to writing competence, the semantic relevance of a text written in response to a given prompt. However, although our corpus of manually-marked texts ...
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Paraphrase for Open Question Answering: New Dataset and Methods
... a new wide- coverage store of automatically extracted relation triples, which has a higher precision than that of pre- vious work (Fader et ...our dataset is linked to Freebase, which allows us to tackle ...
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International investment patterns: evidence using a new dataset
... Mishra* Department of Finance and Banking, University of Southern Queensland, 17/5 Spencer House, Uni Plaza Court, Toowoomba, QLD 4350, Australia Abstract This paper examines the bilater[r] ...
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BioRead: A New Dataset for Biomedical Reading Comprehension
... entire dataset, suggesting that AOA Reader was able to learn properties of at least some entities (concepts) from multiple training ...BioRead dataset, instead of BioReadLite, to see if its larger training ...
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Deep learning for multi task plant phenotyping
... a new dataset, ACID, containing de- tailed annotations of wheat spikes and spikelets, as well as image level awn classification, on a varied phenotypic set of wheat ...the dataset and application of ...
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Know What You Don’t Know: Unanswerable Questions for SQuAD
... is 89.5% F1, a full 23.2 points higher. The same model architecture trained on SQuAD gets 85.8% F1, only 5.4 points worse than humans. We also show that our unanswerable questions are more challenging than ones created ...
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Predicting the Type and Target of Offensive Posts in Social Media
... a new dataset with annotation of type and target of offensive ...official dataset of the shared task SemEval 2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval) ...
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TAPAS: Train-Less Accuracy Predictor for Architecture Search
... on dataset-difficulty characteriza- tion, is our key differentiation to outperform state-of-the-art methods by a large ...specific dataset, as well as when they are applied on a wide range of datasets, ...
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Improved Part of Speech Tagging for Online Conversational Text with Word Clusters
... We consider the problem of part-of-speech tagging for informal, online conversational text. We systematically evaluate the use of large-scale unsupervised word clustering and new lexical features to improve ...
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Aspect Based Sentiment Analysis into the Wild
... In order to assess ABSA real-world perfor- mances, we manually annotated a completely new dataset from Foursquare 1 comments. We have ac- cess to about 215K user reviews of restaurants all over the world in ...
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DIAGNOSE AND PREDICT DIABETIC HEART DISEASES USING DATA MINING CLASSIFICATION TECHNIQUES
... Using WEKA tool, we extract common attributes (age, sugar, pres) from diabetes and heart disease dataset, new dataset(DH_Disease) was created with 12 attributes. This is because of a person is ...
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Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference
... In this paper, we present an approach to axiom injection, which, by not holding databases explicitly, allows handling of massive amount of knowledge without losing efficiency. Our work is built on Knowledge Base ...
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The construction development curve: evidence from a new international dataset
... a new dataset of construction investment in world countries for the period 2000- 2011, this article provides novel evidence of a bell-shaped relationship between the share of construction in GDP and ...
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Synthetic datasets
... non-symmetric dataset lacks of symmetric properties while it has its own special structure in the master table and ...a new dataset, so-called type II non-symmetric synthetic dataset, by ...
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“Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News Detection
... This dataset can be used for fact-checking re- search as ...this new dataset is an order of magnitude larger than pre- viously largest public fake news datasets of similar ...
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Development of a new gas-flaring emission dataset for southern West Africa
... emission dataset will be used within the re- gional online-coupled chemistry model COSMO-ART (Vo- gel et ...The dataset includes the countries that can affect SWA with their flaring emissions, in particular ...
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A new formula to determine the optimal dataset size for training neural networks
... training dataset by using Geometric Median calculation (Kasemtaweechok, ...training dataset is not suitable for approximation use (Ougiaroglou et ...the dataset size and selecting the best point from ...
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A New Approach For Mining Fuzzified Dataset Using Eclat And Apriori Algorithm
... The implementation methodology of the suggested scheme is split into four phases. In the first phase,theplan has done about the overall structure. Firstly, requirement specification will be prepared i.e. the ...
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