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Social media has been broadly applied in many applications in sales, marketing, event detection, etc. With high-volume and real-time data, social media has also been used for disaster responses. However, distinguishing between rumors and reliable information can be challenging, since social media, a user-generated content system, has a great number of users who update massive information every second. Furthermore, the rich information is not only included in the short text content but alsodoi:10.21203/rs.3.rs-24618/v1 fatcat:bo3fkfyj3jbdnalajcxtzcoxcm