Papers with argument mining system
CRST: a Claim Retrieval System in Twitter (C18-2)
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| Challenge: | CRST retrieves tweets containing arguments for controversial topics from Twitter. |
| Approach: | They propose a system that retrieves tweets containing claims for a given topic from Twitter. |
| Outcome: | The proposed system outperforms existing claims retrieval and argument mining systems. |
Corpus for Modeling User Interactions in Online Persuasive Discussions (2020.lrec-1)
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| Challenge: | Several studies have focused on the identification and classification of argumentative components and the argumentative relations between the components. |
| Approach: | They propose an annotation scheme and corpus that captures user-generated inner-post arguments and inter-post relations between users in ChangeMyView. |
| Outcome: | The proposed annotation scheme captures user-generated inner-post arguments and inter-post relations in ChangeMyView, a persuasive forum. |
Automatic Analysis of Substantiation in Scientific Peer Reviews (2023.findings-emnlp)
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| Challenge: | Existing systems to analyze peer reviews' quality are inadequate due to the increasing workload of reviewers and the lack of domain experts . |
| Approach: | They propose to use a claim-evidence pair extraction problem to analyze substantiation in peer reviews and train an argument mining system to do the same. |
| Outcome: | The proposed system could be used by conference managers and reviewers to analyze the quality of peer reviews. |