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language-models
Here are 66 public repositories matching this topic...
nlp
deep-learning
pytorch
question-answering
transfer-learning
pretrained-models
language-models
ner
nlp-library
bert
nlp-framework
roberta
xlnet-pytorch
germanbert
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Nov 12, 2021 - Python
Visualize and explore NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2).
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Nov 11, 2021 - Jupyter Notebook
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
deep-learning
vietnamese
transformers
python3
named-entity-recognition
language-models
ner
natural-language-inference
bert
pos-tagging
vietnamese-nlp
nli
fairseq
vncorenlp
roberta
bert-embeddings
rdrsegmenter
part-of-speech-tagging
transformers-library
phobert
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Sep 24, 2021
ACL'2021: LM-BFF: Better Few-shot Fine-tuning of Language Models
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Sep 7, 2021 - Python
An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.
nlp
docker
machine-learning
natural-language-processing
deep-learning
gpu
transformers
pytorch
api-rest
easy
gpt
language-models
deep-learning-tutorial
bert
fine-tuning
ulmfit
xlnet
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Nov 19, 2021 - Jupyter Notebook
A package built on top of Hugging Face's transformers library that makes it easy to utilize state-of-the-art NLP models
python
nlp
machine-learning
natural-language-processing
ai
deep-learning
text-classification
transformers
artificial-intelligence
question-answering
language-models
bert
roberta
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Nov 19, 2021 - Python
This repository contains landmark research papers in Natural Language Processing that came out in this century.
nlp
language
machine-learning
natural-language-processing
artificial-intelligence
vectors
papers
language-models
bert
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Feb 11, 2021
nlp
sentiment-analysis
text-classification
nlu
transformer
named-entity-recognition
persian-language
language-models
ner
bert
downstream-tasks
parsbert
persian-bert
persianber
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Oct 11, 2021 - Jupyter Notebook
Open
Add tl;dr for gpt-3
will-thompson-k
commented
Aug 13, 2021
Similar to other notes, need "tl;dr" notes for GPT-3 paper. Please use TEMPLATE.md format and follow instructions on README.md
Pre-trained models and language resources for Natural Language Processing in Polish
machine-learning
natural-language-processing
polish
language-models
word-embedding
polish-language
lexicons
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Aug 31, 2021
Language models are open knowledge graphs ( non official implementation )
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Nov 14, 2020 - Python
This is a list of open-source projects at Microsoft Research NLP Group
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Sep 29, 2020
Generate realistic Instagram captions using transformers 🤗
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Aug 26, 2020 - Python
A collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.
python
language
awesome
tutorial
deployment
tensorflow
paper
model
natural-language
production
transformers
resources
smaller
implementation
language-models
knowledge-distillation
bert
elmo
bert-pytorch
distilbert
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Apr 8, 2021
Must-read papers on Natural Language Processing (NLP)
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Nov 3, 2021
[ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu
information-theory
language-models
bert
adversarial-attacks
roberta
adversarial-defense
adversarial-robustness
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Jan 14, 2021 - Python
UBC ARBERT and MARBERT Deep Bidirectional Transformers for Arabic
benchmark
awesome
social-media
deep-learning
classification
ubc
language-models
arabic
bert
model-evaluation
arabic-nlp
arabic-language
arabic-dialects
bert-model
huggingface-transformers
arbert
marbert
arabic-models
ubc-dlnlp
ubcnlp
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Sep 2, 2021
Keras implementations of three language models: character-level RNN, word-level RNN and Sentence VAE (Bowman, Vilnis et al 2016).
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May 22, 2021 - Python
Smart Language Model
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Sep 1, 2021 - C++
Neural Network Language Model that generates text based off Lord of the Rings. Built with Pytorch.
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Feb 6, 2021 - Python
Transformer based Turkish language models
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Jan 9, 2021 - Python
Python source code for EMNLP 2020 paper "Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT".
transfer-learning
language-models
cross-lingual
low-resource-languages
residual-adapters
pretraining
unsupervised-machine-translation
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Sep 21, 2021 - Python
Python implementation of an N-gram language model with Laplace smoothing and sentence generation.
python
nlp
ngram
ngrams
language-models
language-model
ngram-language-model
laplace-smoothing
perplexity
smoothing-methods
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Feb 9, 2018 - Python
The course notes about Stanford CS224n Natural Language Processing with Deep Learning Winter 2019 (using PyTorch)
machine-translation
question-answering
language-models
dependency-parsing
cs224n
cs224n-assignment-solutions
cs224nwinter2019
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Jan 14, 2020 - JavaScript
Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.
python
deep-neural-networks
twitter
deep-learning
sentiment-analysis
pytorch
lstm
transfer-learning
language-models
emotion-analysis
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May 20, 2020 - Python
Course on Language Technologies and NLP
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May 15, 2017 - TeX
This repo is the official resource of the paper "Knowledge Enhanced Masked Language Model for Stance Detection", NAACL 2021
nlp
naacl
natural-language-processing
twitter
deep-learning
politics
political
transformers
pytorch
pretrained-models
language-models
bert
stance-classification
stance-detection
election2020
naacl2021
stance-dataset
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Oct 26, 2021 - Python
The data and code for NumerSense (EMNLP2020)
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Feb 16, 2021 - Python
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Apr 28, 2021 - Python
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Currently, the
EncoderDecoderModelclass in PyTorch automatically creates thedecoder_input_idsbased on thelabelsprovided by the user (similar to how this is done for T5/BART). This should also be implemented forTFEncoderDecoderModel, because currently users should manually providedecoder_input_idsto the model.One can take a look at the TF implementation