Papers with incongruity detection
Detecting Incongruent News Articles Using Multi-head Attention Dual Summarization (2022.aacl-main)
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| Challenge: | Recent studies on incongruity detection focus on estimating the similarity between the headline and the encoding of the body or its summary but most of these methods fail to handle inconvenient news articles created with embedded noise. |
| Approach: | They propose a method which generates two types of summaries that capture the congruent and incongruent parts in the body separately. |
| Outcome: | The proposed method outperforms the state-of-the-art methods over three publicly available datasets. |