57 results found Sort:

BrikerMan
Kashgari BrikerMan
439
2.4k
apache-2.0
64
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
ner nlp bert gpt-2 seq2seq bert-model nlp-framework text-labeling machine-learning sequence-labeling transfer-learning text-classification named-entity-recognition
Created 2019-01-19
955 commits to v2-main branch, last one 2 years ago
hila-chefer
Transformer-Explainability hila-chefer
227
1.7k
mit
21
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
vit bert cvpr2021 bert-model perturbation deep-learning explainability attention-matrix vision-transformer attention-visualization visualize-classifications transformer-interpretability
Created 2020-11-23
86 commits to main branch, last one about a year ago
yuanxiaosc
Entity-Relation-Extraction yuanxiaosc
270
1.2k
unknown
25
Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019
bert-model tensorflow competition-code entity-extraction pipeline-framework relation-extraction
Created 2019-04-07
16 commits to master branch, last one 4 years ago
brightmart
bert_language_understanding brightmart
211
959
unknown
49
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
nlp textcnn fasttext bert-model pre-training language-model self-attention transfer-learning question-answering text-classification transformer-encoder language-understanding document-classification attention-is-all-you-need
Created 2018-10-23
101 commits to master branch, last one 5 years ago
unitaryai
detoxify unitaryai
110
874
apache-2.0
15
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary...
nlp bert toxicity bert-model hatespeech hate-speech huggingface toxic-comments pytorch-lightning kaggle-competition hate-speech-detection sentence-classification toxicity-classification huggingface-transformers toxic-comment-classification
Created 2020-09-23
249 commits to master branch, last one 28 days ago
neuralmind-ai
portuguese-bert neuralmind-ai
119
775
other
53
Portuguese pre-trained BERT models
bert bert-model portuguese deep-learning nlp-resources natural-language-processing
Created 2020-01-14
20 commits to master branch, last one about a year ago
sail-sg
Adan sail-sg
63
731
apache-2.0
7
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
mae vit adan gpt2 timm resnet fairseq pytorch convnext diffusion optimizer bert-model dreamfusion deep-learning transformer-xl cuda-programming artificial-intelligence
Created 2022-09-01
28 commits to main branch, last one 2 months ago
ncbi-nlp
bluebert ncbi-nlp
77
539
other
23
BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
bert pubmed mimic-iii bert-model language-model pubmed-abstracts natural-language-processing
Created 2019-06-06
61 commits to master branch, last one 2 years ago
dccuchile
beto dccuchile
64
481
cc-by-4.0
38
BETO - Spanish version of the BERT model
nlp bert spanish bert-model transformers transformers-library
Created 2019-03-29
52 commits to master branch, last one 9 months ago
jind11
TextFooler jind11
78
478
mit
15
A Model for Natural Language Attack on Text Classification and Inference
bert bert-model adversarial-attacks text-classification natural-language-inference natural-language-processing
Created 2019-09-03
23 commits to master branch, last one 2 years ago
Beomi
KcBERT Beomi
42
459
mit
19
🤗 Pretrained BERT model & WordPiece tokenizer trained on Korean Comments 한국어 댓글로 프리트레이닝한 BERT 모델과 데이터셋
nlp bert bert-model korean-nlp transformers
Created 2020-07-19
34 commits to master branch, last one about a year ago
santhoshkolloju
Abstractive-Summarization-With-Transfer-Learning santhoshkolloju
100
402
unknown
21
Abstractive summarisation using Bert as encoder and Transformer Decoder
nlg nlp bert bert-model transformer summarization transfer-learning abstractive-summarization abstractive-text-summarization
Created 2019-01-31
31 commits to master branch, last one about a year ago
microsoft
AzureML-BERT microsoft
126
388
mit
23
End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
nlp bert tuning pytorch bert-model finetuning pretraining azureml-bert language-model pretrained-models azure-machine-learning
Created 2018-12-06
95 commits to master branch, last one about a year ago
barissayil
SentimentAnalysis barissayil
47
355
mit
12
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
nlp bert flask vuejs albert pytorch bert-model distilbert huggingface transformer machine-learning sentiment-analysis pytorch-implementation huggingface-transformer huggingface-transformers stanford-sentiment-treebank
Created 2019-12-27
83 commits to master branch, last one 2 years ago
cooelf
SemBERT cooelf
55
285
mit
12
Semantics-aware BERT for Language Understanding (AAAI 2020)
nlu srl bert glue sembert aaai2020 bert-model
Created 2019-11-15
19 commits to master branch, last one about a year ago
victordibia
neuralqa victordibia
32
234
mit
8
NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT
bert-model deep-learning elastic-search information-retrieval natural-language-processing
Created 2020-05-19
312 commits to master branch, last one 3 years ago
awasthiabhijeet
PIE awasthiabhijeet
40
225
mit
9
Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-...
nlp bert bert-model bert-models post-editing bert-embeddings sequence-editing sequence-labeling sequence-transduction natural-language-processing grammatical-error-correction
Created 2019-08-30
25 commits to master branch, last one 2 years ago
labteral
ernie labteral
29
199
apache-2.0
7
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
nlp bert keras albert roberta bert-model distilbert tensorflow bert-models huggingface tensorflow2 transformers bert-as-service bert-embeddings huggingface-transformer sentence-classification transformer-tensorflow2 transformer-architecture natural-language-processing
Created 2020-02-14
115 commits to master branch, last one about a month ago
fajieyuan
SIGIR2020_peterrec fajieyuan
36
196
unknown
5
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
bert user transfer profiling universal bert-model cold-start pretraining transformer cross-domain recommendation lifelong-learning transfer-learning continual-learning recommender-system collaborative-filtering representation-learning self-supervised-learning universal-representation lifelong-machine-learning
Created 2020-05-09
125 commits to master branch, last one 3 months ago
amirgholami
ai_and_memory_wall amirgholami
24
195
mit
2
AI and Memory Wall
gpt flops gpt-2 gpt-3 albert electra bertflops bert-flops bert-model nlp-models memory-wall transformer electra-model training-flops inference-flops albert-transformer
Created 2021-03-15
32 commits to main branch, last one 2 months ago
yl4579
PL-BERT yl4579
31
194
mit
16
Phoneme-Level BERT for Enhanced Prosody of Text-to-Speech with Grapheme Predictions
tts bert bert-model text-to-speech
Created 2023-01-24
50 commits to main branch, last one 5 months ago
iPieter
RobBERT iPieter
28
194
mit
11
A Dutch RoBERTa-based language model
nlp bert roberta bert-model transformers nlp-resources language-model
Created 2019-12-19
155 commits to master branch, last one 2 months ago
digitalepidemiologylab
covid-twitter-bert digitalepidemiologylab
27
182
mit
12
Pretrained BERT model for analysing COVID-19 Twitter data
twitter bert-model twitter-data pretrained-models twitter-sentiment-analysis
Created 2020-04-10
397 commits to master branch, last one about a year ago
hate-alert
HateXplain hate-alert
63
179
mit
7
Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.
bias lstm detection offensive bert-model hatespeech hate-speech attention-lstm explainability bert-fine-tuning interpretable-deep-learning
Created 2020-05-01
92 commits to master branch, last one about a year ago
declare-lab
RECCON declare-lab
29
163
unknown
11
This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.
dataset emotion roberta causality inference reasoning bert-model causal-spans causal-models conversations emotion-cause emotion-tasks causal-inference dialogue-systems dialogue-generation emotion-recognition natural-language-inference emotion-cause-pair-extraction emotion-recognition-in-conversation
Created 2020-11-30
45 commits to main branch, last one 2 years ago
DmitryKey
bert-solr-search DmitryKey
30
162
apache-2.0
10
Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU
solr sbert hnswlib diversity bert-model elasticsearch vector-search semantic-search
Created 2020-08-18
58 commits to master branch, last one 9 months ago
dbmdz
berts dbmdz
12
154
mit
15
DBMDZ BERT, DistilBERT, ELECTRA, GPT-2 and ConvBERT models
bert german electra bert-model transformers
Created 2019-09-21
54 commits to main branch, last one about a year ago
dmmiller612
lecture-summarizer dmmiller612
36
146
unknown
8
Lecture summarization with BERT
bert flask pytorch bert-model summarization extractive-summarization
Created 2019-02-28
51 commits to master branch, last one 4 years ago
ianycxu
GCN-with-BERT ianycxu
27
140
unknown
1
Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]
gcn gnn nlp bert pytorch bert-model graph-neural-networks coreference-resolution graph-convolutional-networks
Created 2019-04-28
16 commits to master branch, last one 3 years ago
RubensZimbres
Repo-2019 RubensZimbres
74
136
unknown
13
BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics
bert mathe hiveql aws-rds pyspark bert-model sql-server tensorflow emr-cluster mathematica googlespeech raspberry-pi-3 googleassistant aws-emr-clusters keras-tensorflow anomaly-detection wolfram-mathematica
Created 2019-01-17
982 commits to master branch, last one 2 years ago