Papers with automatic relation classification
DiscoGeM: A Crowdsourced Corpus of Genre-Mixed Implicit Discourse Relations (2022.lrec-1)
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| Challenge: | DiscoGeM is a crowdsourced corpus of 6,505 implicit discourse relations . the results show that a significant proportion of discourse relations are ambiguous . text genre is crucially affected by the distribution of discourse relation labels . |
| Approach: | They propose to use crowdsourced corpus of 6,505 implicit discourse relations to classify relations . they propose to include genre as a factor in automatic relation classification . |
| Outcome: | The proposed dataset shows that a significant proportion of discourse relations are ambiguous and can express multiple relation senses. |