Papers with answer veracity prediction problem
AnswerFact: Fact Checking in Product Question Answering (2020.emnlp-main)
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| Challenge: | a product-related community question answering platform is widely employed in many E-commerce sites . however, the misinformation in the answers on those platforms poses unprecedented challenges for users to obtain reliable and truthful product information. |
| Approach: | They propose a large scale fact checking dataset from product question answering forums to predict the answer veracity . each answer is accompanied by its veraity label and associated evidence sentences . |
| Outcome: | The proposed model outperforms baselines on the question veracity prediction task. |