Papers by Elizabeth Fleming
A Deep Metric Learning Approach to Account Linking (2021.naacl-main)
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| Challenge: | Existing methods to identify abusive content may fail to adapt to new trends, and individual posts may fail . |
| Approach: | They propose a method that embeds variable-sized samples of user activity into a vector space, where samples by the same author map to nearby points. |
| Outcome: | The proposed model outperforms several competitive baselines under a new evaluation framework modeled after established benchmarks in other domains. |