elmo

There are 7 repositories under elmo topic.

dbiir / UER-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
bert pre-training fine-tuning gpt chinese natural-language-processing pytorch elmo classification ner t5 unilm roberta albert clue gpt-2 model-zoo bart pegasus xlm-roberta
Language:Python 2916
msgi / nlp-journey
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
ner embedding classification similarity keras tensorflow lda gensim fasttext svm bert elmo word2vec crf attention
Language:Python 1580
HIT-SCIR / ELMoForManyLangs
Pre-trained ELMo Representations for Many Languages
nlp elmo multilingual
Language:Python 1456
Tencent / TencentPretrain
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
albert bart bert chinese classification clue elmo fine-tuning gpt gpt-2 model-zoo natural-language-processing ner pegasus pre-training pytorch roberta t5 unilm xlm-roberta
Language:Python 986
MorvanZhou / NLP-Tutorials
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
attention bert elmo gpt nlp seq2seq transformer tutorial w2v
Language:Python 875
sunyilgdx / SIFRank_zh
Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）
sifrank keyphrase-extraction keyword-extraction elmo pre-trained-language-models sif word-embeddings sentence-embeddings python36
Language:Python 416
ai-forever / ner-bert
BERT-NER (nert-bert) with google bert https://github.com/google-research.
python python3 pytorch bert ner bilstm-crf attention nlp transfer-learning pytorch-model ner-task bert-model nmt joint-models classification factrueval conll-2003 atis elmo
Language:Jupyter Notebook 404
zhufz / nlp_research
NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成四大任务
nlp classification match ner capsule transformer research dcnn dpcnn fast-text text-cnn word2vec bert esim abcnn match-pyramid irqa kbqa fasttext elmo
Language:Python 184
vlarine / transformers-ru
A list of pretrained Transformer models for the Russian language.
nlp machine-learning russian-language bert gpt-2 elmo
Language:Jupyter Notebook 171
PrashantRanjan09 / Elmo-Tutorial
A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)
elmo word-embeddings word-vectors allennlp allen tutorial elmo-tutorial
Language:Jupyter Notebook 152
AlexYangLi / ABSA_Keras
Keras Implementation of Aspect based Sentiment Analysis
absa sentiment-analysis sentiment-classification attention td-lstm atae memnet ian ram cabasc attention-mechanism elmo
Language:Python 151
iliaschalkidis / ELMo-keras
Re-implementation of ELMo on Keras
elmo keras word-representations
Language:Python 135
sunyilgdx / SIFRank
The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"
keywords-extraction keyphrase-extraction python3 elmo sif pre-trained-language-models word-embeddings stanfordcorenlp
Language:Python 120
dsindex / etagger
reference tensorflow code for named entity tagging
tensorflow cnn bilstm crf elmo lstmblockfusedcell softmax-mask cpp frozen-model tensorrt ner conll2003 bert highway qrnn transformer
Language:Python 106
DoodleJZ / HPSG-Neural-Parser
Source code for "Head-Driven Phrase Structure Grammar Parsing on Penn Treebank" published at ACL 2019
nlp parsing machine-learning syntactic-parsing parser natural-language-processing hpsg-neural-parser bert xlnet elmo
Language:Python 105
TharinduDR / Simple-Sentence-Similarity
Exploring the simple sentence similarity measurements using word embeddings
python sentence-similarity sentence-embeddings word-embeddings ipynb word2vec glove fasttext elmo wmd
Language:Python 101
TalSchuster / CrossLingualContextualEmb
Cross-Lingual Alignment of Contextual Word Embeddings
pytorch nlp wordembeddings zeroshot-learning crosslingual elmo allennlp bert contextual-embeddings
Language:Python 98
YC-wind / embedding_study
中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果
bert chinese elmo elmo-tutorial embeddings z-w
Language:Python 96
DomHudson / bert-in-production
A collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.
awesome bert bert-pytorch deployment distilbert elmo implementation knowledge-distillation language language-models model natural-language paper production python resources smaller tensorflow transformers tutorial
91
ShomyLiu / pytorch_bert_elmo_example
A text classification example with Bert/ELMo/GloVe in pytorch
text-classification bert elmo pytorch glove
Language:Python 91
dudeperf3ct / DL_Notebooks
This repo contains all the notebooks mentioned in blog.
mlp cnn deep-learning keras-tutorials pytorch-tutorials fastai-tutorials tensorflow-tutorials transfer-learning style-transfer object-detection cnn-visualization char-rnn lstm gru federated-learning transfer-learning-nlp elmo bert gpt-2 allennlp
Language:Jupyter Notebook 86
DiceTechJobs / VectorsInSearch
Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015
solr lsh word2vec glove information-retrieval search-engine semantic-search vector lucene kmeans kmeans-quantization quantization locality-sensitive-hashing vector-quantization conceptual-search inverted-indexes invertedindex elasticsearch elmo bert
Language:Python 83
ltgoslo / simple_elmo
Simple library to work with pre-trained ELMo models in TensorFlow
elmo embeddings nlp tensorflow
Language:Python 51
long8v / torch_study
torch tutorial and paper implementation mainly about NLP
bert nlp torch elmo seq2seq cnn pretraining pytorchlightning pytorch machinetranslation
33
DataXujing / NLP-paper
:art: :art:NLP 自然语言处理教程 :art::art: https://dataxujing.github.io/NLP-paper/
word2vec glove fasttext textcnn elmo gpt bert xlnet crf lsa plsa lda lad2vec pagerank textrank attention-mechanism transformer seq2seq seq2seq-attention albert
31
t-systems-on-site-services-gmbh / german-elmo-model
This is a german ELMo deep contextualized word representation. It is trained on a special German Wikipedia Text Corpus.
bilm elmo tensorflow machine-learning nlp embedding python german
28
JasonYao81000 / ADL2019
Applied Deep Learning (2019 Spring) @ NTU
adl2019spring ntu adl gan generative-adversarial-network reinforcement-learning policy-gradient deep-q-learning-network actor-critic image-generation dialogue-modeling contextual-embeddings elmo bert pytorch rnn-pytorch attention-mechanism
Language:Jupyter Notebook 23
MiuLab / Lattice-ELMo
Source code for ACL 2020 paper "Learning Spoken Language Representations with Neural Lattice Language Modeling"
spoken-language-understanding lattice elmo
Language:Python 18
spencerhan / InvoiceNamedEntityRecognition
A Deep Learning-Based Approach for Named Entity Recognition on Commercial Receipts
nlp ner nerual-network elmo bilstm bilstm-crf bilstm-crf-cnn elmo-embedding tensorflow python spacy-nlp
Language:Jupyter Notebook 18
EsterHlav / Quantitative-Comparison-NLP-Embeddings-from-GloVe-to-RoBERTa
Fair quantitative comparison of NLP embeddings from GloVe to RoBERTa with Sequential Bayesian Optimization fine-tuning using Flair and SentEval. Extension of HyperOpt library to log_b priors.
natural-language-processing embeddings word2vec glove bert roberta elmo flair senteval bayesian-optimization seq2seq transformer transformer-xl hyperopt pytorch
Language:Jupyter Notebook 17
vavalomi / stata_tools
Useful Stata routines
stata-journal-article stata stata-routines poverty inequality bestreg bioprobit fastgini gconc gicurve gidecomposition egen lookfor movestay ppreg sedecomposition switch-probit xml-tab elmo
Language:Stata 16
vondersam / sdgs_text_classifier
Multi-Label Text Classification with Transfer Learning
multilabel-classification bert ulmfit elmo glove-embeddings word2vec svm logistic-regression knn naive-bayes-classifier
Language:Jupyter Notebook 16
WenRichard / ELMO-NLP
ELMO在QA问答，文本分类等NLP上面的应用
elmo qacnn text matching
Language:Python 16
yuanxiaosc / Deep_dynamic_contextualized_word_representation
TensorFlow code and pre-trained models for A Dynamic Word Representation Model Based on Deep Context. It combines the idea of BERT model and ELMo's deep context word representation.
bert elmo transformer nlp
Language:Python 16
daixiangau / naacl2019-select-pretraining-data-for-ner
BiLSTM-CRF model for NER
bilstm-crf ner allennlp elmo
Language:Python 15
hengluchang / visualizing_contextual_vectors
Visualizing ELMo Contextual Vectors for Word Sense Disambiguation
visualization nlp elmo machine-learning python
Language:Python 15

elmo

dbiir / UER-py

msgi / nlp-journey

HIT-SCIR / ELMoForManyLangs

Tencent / TencentPretrain

MorvanZhou / NLP-Tutorials

sunyilgdx / SIFRank_zh

ai-forever / ner-bert

zhufz / nlp_research

vlarine / transformers-ru

PrashantRanjan09 / Elmo-Tutorial

AlexYangLi / ABSA_Keras

iliaschalkidis / ELMo-keras

sunyilgdx / SIFRank

dsindex / etagger

DoodleJZ / HPSG-Neural-Parser

TharinduDR / Simple-Sentence-Similarity

TalSchuster / CrossLingualContextualEmb

YC-wind / embedding_study

DomHudson / bert-in-production

ShomyLiu / pytorch_bert_elmo_example

dudeperf3ct / DL_Notebooks

DiceTechJobs / VectorsInSearch

ltgoslo / simple_elmo

long8v / torch_study

DataXujing / NLP-paper

t-systems-on-site-services-gmbh / german-elmo-model

JasonYao81000 / ADL2019

MiuLab / Lattice-ELMo

spencerhan / InvoiceNamedEntityRecognition

EsterHlav / Quantitative-Comparison-NLP-Embeddings-from-GloVe-to-RoBERTa

vavalomi / stata_tools

vondersam / sdgs_text_classifier

WenRichard / ELMO-NLP

yuanxiaosc / Deep_dynamic_contextualized_word_representation

daixiangau / naacl2019-select-pretraining-data-for-ner

hengluchang / visualizing_contextual_vectors