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Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis (C18-1)
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| Challenge: | a lack of reproducibility and generalisability is a major threat to scientific development in Natural Language Processing. |
| Approach: | They propose to use a model zoo to document and release language models and published code . they recommend that future replication experiments should consider a variety of datasets . |
| Outcome: | The proposed methods are compared on six English datasets and are based on the results. |