Awesome Open Source

Programming Languages

Search results for embeddings multilingual

36 search results found

Laser ⭐ 3,460

Language-Agnostic SEntence Representations

A library for Multilingual Unsupervised or Supervised word Embeddings

Contextualized Topic Models ⭐ 1,141

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

Conceptnet Numberbatch ⭐ 1,114

Bpemb ⭐ 1,068

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

Text2text ⭐ 268

Text2Text: Crosslingual NLP/G toolkit

Laserembeddings ⭐ 163

LASER multilingual sentence embeddings as a pip package

Code for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017)

Vecalign ⭐ 122

Improved Sentence Alignment in Linear Time and Space

Using Transformers from HuggingFace in R

Fastrtext ⭐ 97

R wrapper for fastText

Bert Token Embeddings ⭐ 92

Massively Multilingual Transfer for NER

Flair Lms ⭐ 47

Language Models for Zalando's flair library

A Word Sense Disambiguation system integrating implicit and explicit external knowledge.

Multilingual Nlm ⭐ 25

Code for "Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models" and "Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora"

Exquisite Corpus ⭐ 25

Put together a multilingual corpus from a variety of sources. Used for wordfreq and word embeddings.

Code for the paper "A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling" (ACL2018)

Geometry-aware Multilingual Embeddings

Cross Lingual Struct Flow ⭐ 23

PyTorch implementation of ACL paper https://arxiv.org/abs/1906.02656

Meta Emb ⭐ 20

Hierarchical Multilingual Meta-Embeddings (EMNLP)

💒 Reproducible Extraction of Cross-lingual Topics using R

Crosslingual Nlu ⭐ 18

Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)

A set of tools for topical text classification and scaling

Polish Sentence Evaluation ⭐ 16

Evaluation of Sentence Representations in Polish

Multilingual Joint Embeddings ⭐ 13

Lasertrain ⭐ 11

Logogram Language Generator ⭐ 10

Globalphone_awe ⭐ 8

Multilingual acoustic word embedding approaches applied and evaluated on GlobalPhone data.

Fairseq Laser ⭐ 8

My implementation of LASER architecture in Fairseq

Multilingualmusicgenreembedding ⭐ 7

Python code to reproduce the experiments presented in the paper Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation (ISMIR 2020).

Yorubatwi Embedding ⭐ 5

Subword Sequence Tagging ⭐ 5

Code for the paper: Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation (ACL 2019)

Multilingual Awe ⭐ 5

Multilingual Embeddings Eval Portal ⭐ 5

Flair Pos Tagging ⭐ 5

Flair Embeddings for PoS Tagging: A Multilingual Evaluation

Normalizing Flow for PCFG induction

Multilingual Models ⭐ 5

This is a page to upload multilingual language resources.

Related Searches

Python Embeddings (2,141)

Jupyter Notebook Embeddings (708)

1-36 of 36 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.