62 results found Sort:

BrikerMan
Kashgari BrikerMan
441
2.4k
apache-2.0
65
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 3 years ago
hila-chefer
Transformer-Explainability hila-chefer
241
1.8k
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
272
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
unitaryai
detoxify unitaryai
116
979
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
252 commits to master branch, last one 3 months ago
brightmart
bert_language_understanding brightmart
211
960
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 6 years ago
neuralmind-ai
portuguese-bert neuralmind-ai
124
810
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 2 years ago
sail-sg
Adan sail-sg
64
771
apache-2.0
7
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
mae moe vit adan gpt2 llms timm resnet fairseq pytorch convnext diffusion optimizer bert-model dreamfusion llm-training deep-learning transformer-xl cuda-programming artificial-intelligence
Created 2022-09-01
29 commits to main branch, last one 5 months ago
ncbi-nlp
bluebert ncbi-nlp
79
560
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
jind11
TextFooler jind11
79
496
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 3 years ago
dccuchile
beto dccuchile
63
490
cc-by-4.0
39
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 about a year ago
Beomi
KcBERT Beomi
45
478
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 2 years ago
santhoshkolloju
Abstractive-Summarization-With-Transfer-Learning santhoshkolloju
98
406
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
396
mit
22
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
367
mit
13
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
287
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 2 years ago
victordibia
neuralqa victordibia
32
231
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 4 years ago
awasthiabhijeet
PIE awasthiabhijeet
40
228
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 3 years ago
yl4579
PL-BERT yl4579
40
222
mit
14
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 11 months ago
amirgholami
ai_and_memory_wall amirgholami
25
207
mit
3
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 9 months ago
fajieyuan
SIGIR2020_peterrec fajieyuan
36
201
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 9 months ago
labteral
ernie labteral
31
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 7 months ago
KittenCN
stock_prediction KittenCN
55
198
gpl-3.0
6
基于神经网络的通用股票预测模型 A general stock prediction model based on neural networks
nlp lstm bert-model transformer transformers deep-learning stock-price-prediction
Created 2023-03-17
374 commits to master branch, last one about a year ago
iPieter
RobBERT iPieter
29
198
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 8 months ago
hate-alert
HateXplain hate-alert
64
191
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 2 years ago
digitalepidemiologylab
covid-twitter-bert digitalepidemiologylab
27
184
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 2 years ago
declare-lab
RECCON declare-lab
29
174
unknown
12
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 3 years ago
DmitryKey
bert-solr-search DmitryKey
31
164
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
59 commits to master branch, last one 3 months ago
dbmdz
berts dbmdz
12
155
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 2 years ago
dmmiller612
lecture-summarizer dmmiller612
38
149
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
141
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