| 1 |
explosion/spaCy: v3.3.0: Improved speed, new trainable lemmatizer, and pipelines for Finnish, Korean and Swedish ...
|
|
Montani, Ines; Honnibal, Matthew; Honnibal, Matthew; Van Landeghem, Sofie; Boyd, Adriane; Peters, Henning; McCann, Paul O'Leary; Samsonov, Maxim; Geovedi, Jim; O'Regan, Jim; Altinok, Duygu; Orosz, György; Kristiansen, Søren Lind; Lj Miranda; De Kok, Daniël; , Roman; Explosion Bot; Fiedler, Leander; Howard, Grégory; , Edward; Wannaphong Phatthiyaphaibun; Tamura, Yohei; Bozek, Sam; , Murat; Ryn Daniels; Amery, Mark; Böing, Björn; Vanroy, Bram; Tippa, Pradeep Kumar. - : Zenodo, 2022
|
|
Abstract:
✨ New features and improvements Improved speeds for many components, see speed benchmarks for trained pipelines: Speed up parser and NER by using constant-time head lookups (#10048). Support unnormalized softmax probabilities in spacy.Tagger.v2 to speed up inference for the tagger, morphologizer, senter and trainable lemmatizer (#10197). Speed up parser projectivization functions (#10241). Replace Ragged with faster AlignmentArray in Example for training (#10319). Improve Matcher speed (#10659). Improve serialization speed for empty Doc.spans (#10250). NEW : A trainable lemmatizer component that uses edit trees to transform tokens to lemmas. Add it to your config with spacy init config -p trainable_lemmatizer or using the quickstart. Language updates: Initial support for Lower Sorbian and Upper Sorbian. New noun chunks for Finnish. Updated noun chunks for French, Italian and Spanish. Additional updates for English, French, Italian, Japanese, Korean, Norwegian, Russian, Slovenian, Spanish, Turkish, Ukrainian ...
|
|
URL: https://zenodo.org/record/1212303
https://dx.doi.org/10.5281/zenodo.1212303
|
|
BASE
|
|
Hide details
|
|
|
| 2 |
explosion/spaCy: v3.3.0: Improved speed, new trainable lemmatizer, and pipelines for Finnish, Korean and Swedish ...
|
|
|
|
BASE
|
|
Show details
|
|
|
| 3 |
explosion/spaCy: v3.2.0: Registered scoring functions, Doc input, floret vectors and more ...
|
|
|
|
BASE
|
|
Show details
|
|
|
| 4 |
explosion/spaCy: v2.3.6: Bug fixes and base support for Amharic ...
|
|
|
|
BASE
|
|
Show details
|
|
|
| 5 |
explosion/spaCy: v3.0.2: CLI overrides and env variables in projects, base support for Setswana, PhraseMatcher for spans and bug fixes ...
|
|
|
|
BASE
|
|
Show details
|
|
|
| 6 |
explosion/spaCy: 3.1.1: Support for Ancient Greek and various bug fixes ...
|
|
|
|
BASE
|
|
Show details
|
|
|
| 7 |
explosion/spaCy: v2.2.2: Multiprocessing, future APIs, Luxembourgish base support & simpler GPU install ...
|
|
|
|
BASE
|
|
Show details
|
|
|
| 8 |
explosion/spaCy: v2.2.3: Tokenizer.explain, Korean base support, dependency scores per label and bug fixes ...
|
|
|
|
BASE
|
|
Show details
|
|
|
|
|
