[PDF] Top 20 Fact Checking: Task definition and dataset construction
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Fact Checking: Task definition and dataset construction
... the fact-checking stages described in- clude a novel task, namely question construc- tion for a given ...This task is likely to rely on semantic parsing of the statement fol- lowed by ... See full document
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AUTOHOME ORCA at SemEval 2019 Task 8: Application of BERT for Fact Checking in Community Forums
... The experimental results of different kinds of models are shown in Table 3. From the table, it can be observed that the BERT-AVG model achieves the best performance in the three single models. By conducting average ... See full document
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Fact Checking Meets Fauxtography: Verifying Claims About Images
... The task of detecting fabricated images falls under the area of image forensics. Such tasks are usually solved using traditional statistical methods mod- eling color, shape, and texture features (Bayram et al., ... See full document
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Machine Learning Approach to Fact-Checking in West Slavic Languages
... automatic fact- checking system, we must first find a way how to evaluate such a ...for fact-checking in Czech, Polish, and Slovak lan- guages including initial experiments which reveal the ... See full document
7
“Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News Detection
... well-balanced: except for 1,050 pants-fire cases, the instances for all other labels range from 2,063 to 2,638. We randomly sampled 200 instances to examine the accompanied lengthy analysis reports and rulings. Not that ... See full document
5
Fully Automated Fact Checking Using External Sources
... fully-automatic fact checking using exter- nal sources, tapping the potential of the en- tire Web as a knowledge source to con- firm or reject a ...with task-specific embeddings that encode a claim ... See full document
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Where is Your Evidence: Improving Fact checking by Justification Modeling
... large dataset of validated claims from the POLITIFACT ...(LIAR dataset), enabling the development of machine learn- ing approaches for ...this dataset have fo- cused primarily on modeling the claim ... See full document
6
The definition and task of mediating Sámi research
... A Sámi educational research paradigm is based on the affected collective Sámi assimilation, which has led to a language change for one part of the Sámi people and somewhat impaired the Sámi cultural identity. It has also ... See full document
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Integrating Stance Detection and Fact Checking in a Unified Corpus
... for fact checking a claim involves retrieving potentially relevant documents from different sources ...a fact checking system should be able to explain its decision by providing relevant ... See full document
7
SemEval 2019 Task 8: Fact Checking in Community Question Answering Forums
... Lita et al. (2005) studied three qualita- tive dimensions for answers: source credibility (e.g., does the document come from a govern- ment website), sentiment analysis, and contradic- tion compared to other answers. Su ... See full document
10
An End to End Multi task Learning Model for Fact Checking
... for fact checking have been produced in recent ...and fact-checking dataset from two fact checking websites, the fact check- ing blog of Channel 4 2 and the ... See full document
7
MultiFC: A Real World Multi Domain Dataset for Evidence Based Fact Checking of Claims
... Over the past few years, a variety of mostly small datasets related to fact checking have been re- leased. An overview over core datasets is given in Table 2. The datasets can be grouped into four cat- ... See full document
13
Classifying Relations by Ranking with Convolutional Neural Networks
... processing task for which state-of- the-art systems still rely on costly hand- crafted ...classification task using a convo- lutional neural network that performs clas- sification by ranking ...SemEval-2010 ... See full document
9
A Search Task Dataset for German Textual Entailment
... our dataset is the RTE-5 search pilot (Bentivogli et ...our dataset to be slightly easier to ...our dataset: a random baseline achieves an F-Score of ...our dataset (+34% over the ...our ... See full document
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II. DATASET CONSTRUCTION AND FEATURE SELECTION
... It is difficult to find effective patterns in DNA sequences to classify promoter and non-promoter sequences. Most promoter prediction methods use CpG-islands as an important feature. However, only half the human ... See full document
5
Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks
... multi- task learning and tune the parameters for relation prediction while keeping the sentence extraction parameters fixed (and using separate representa- tions for ... See full document
6
Fact-checking strategies to limit urban legends spreading in a segregated society
... the fact-checking can only be broad- cast trough neighbors contagion, meaning that the debunking platforms and activities could appear useless and ...how fact checking can be not effective and ... See full document
19
Automatic Article Commenting: the Task and Dataset
... new task of gen- erating comments, and develop a dataset that is orders-of-magnitude larger than previous related ...the task challenging and valuable for text generation ...proposed task and ... See full document
6
QED: A fact verification system for the FEVER shared task
... The FEVER shared task (Thorne et al., 2018) sets out with the goal of creating a system which can take a factual claim and either verify or refute it based on a database of Wikipedia articles. The system is ... See full document
5
Second culture and second nature: Fact, post fact, and the social construction of scientific objects
... ‘social construction’ in science, I propose to look carefully at arguments around ‘facts’, ‘artefacts’ and ‘natural objects’ put forward by the defenders and opponents of ‘constructionist’ approaches since the ... See full document
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