Dec 1, 2015 · We describe an LSTM-based model which we call Byte-to-Span (BTS) that reads text as bytes and outputs span annotations of the form [start, length, label]

2016. Multilingual Language Processing From Bytes. In Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational ...

Because we operate di- rectly on unicode bytes rather than language- specific words or characters, we can analyze text in many languages with a single model.

This paper investigates byte-level subwords, specificallybyte-level BPE (BBPE), which is compacter than character vocabulary and has no out-of-vocabulary ...

We describe an LSTM-based model which we call Byte-to-Span (BTS) that reads text as bytes and outputs span annotations of the form [start, length, ...

It consists in converting 5 bilingual African language-French dictionaries originally in Word format into XML following the LMF model. The languages processed ...

We present two end-to-end models: Audio-to-Byte (A2B) and Byte-to-Audio (B2A), for multilingual speech recognition and synthesis.

Apr 21, 2024 · Techniques such as Byte-pair Encoding, WordPiece, and SentencePiece have not only streamlined the processing of diverse languages but have also ...

We propose the Multi-Scale Contextualization (MSC) method, which learns contextualized information of varying scales across different hidden state dimensions.

Lloyd B. Anderson. 1984. Multilingual Text Processing in a Two-Byte Code. In 10th International Conference on Computational Linguistics and 22nd Annual Meeting ...