Chapter 6 Data Types

Contributions. To summarize, this paper proposes contextual string embeddings, a novel type of word embeddings based on character-level language modeling, and their use in a state-of-the-art sequence labeling architecture. Specifically, we illustrate how we extract such representations from a character-level neural language model, and ................
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