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Authorless Topic Models: Biasing Models Away from Known Structure

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractMost previous work in unsupervised semantic modeling in the presence of metadata has assumed that our goal is to make latent dimensions more correlated with metadata, but in practice the …...

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Named Entity Recognition - Is There a Glass Ceiling?

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractRecent developments in Named Entity Recognition (NER) have resulted in better and better models. However, is there a glass ceiling? Do we know which types of errors are still hard …...

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The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractOne of the biggest challenges hindering progress in low-resource and multilingual machine translation is the lack of good evaluation benchmarks. Current evaluation benchmarks either lack good coverage of low-resource languages, …...

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