language-models

There are 4 repositories under language-models topic.

transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bert deep-learning flax hacktoberfest jax language-model language-models machine-learning model-hub natural-language-processing nlp nlp-library pretrained-models python pytorch pytorch-transformers seq2seq speech-recognition tensorflow transformer
Language:Python 66064
FARM
deepset-ai / FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
language-models bert nlp deep-learning transfer-learning pytorch nlp-library nlp-framework xlnet-pytorch ner question-answering pretrained-models roberta germanbert
Language:Python 1545
jalammar / ecco
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
explorables language-models natural-language-processing nlp pytorch visualization
Language:Jupyter Notebook 1431
argosopentech / argos-translate
Open-source offline translation library written in Python
language language-models machine-learning machine-translation python transformers translation
Language:Python 1232
princeton-nlp / LM-BFF
ACL'2021: LM-BFF: Better Few-shot Fine-tuning of Language Models
few-shot-learning language-models lm-bff
Language:Python 517
VinAIResearch / PhoBERT
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
python3 bert bert-embeddings pos-tagging ner nli roberta part-of-speech-tagging named-entity-recognition natural-language-inference language-models vietnamese vietnamese-nlp vncorenlp rdrsegmenter deep-learning transformers transformers-library fairseq phobert
455
adaptnlp
Novetta / adaptnlp
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 pytorch transformers natural-language-processing machine-learning deep-learning deep-learning-tutorial docker fine-tuning language-models easy api-rest bert gpt xlnet gpu ulmfit
Language:Jupyter Notebook 395
EricFillion / happy-transformer
A package built on top of Hugging Face's transformers library that makes it easy to utilize state-of-the-art NLP models
ai artificial-intelligence bert deep-learning language-models machine-learning natural-language-processing nlp python question-answering roberta text-classification transformers
Language:Python 298
ashishpatel26 / Treasure-of-Transformers
💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️
transformer python nlp natural-language-processing tensorflow pytorch speech-recognition seq2seq pretrained-models language-models natural-language-generation nlp-library bert natural-language-understanding language-model pytorch-transformers model-hub jax awesome
288
hooshvare / parsbert
🤗 ParsBERT: Transformer-based Model for Persian Language Understanding
bert downstream-tasks language-models named-entity-recognition ner nlp nlu parsbert persian-bert persian-language persianber sentiment-analysis text-classification transformer
Language:Jupyter Notebook 198
Robofied / Awesome-NLP-Resources
This repository contains landmark research papers in Natural Language Processing that came out in this century.
artificial-intelligence bert language language-models machine-learning natural-language-processing nlp papers vectors
182
sdadas / polish-nlp-resources
Pre-trained models and language resources for Natural Language Processing in Polish
natural-language-processing polish-language polish word-embedding lexicons machine-learning language-models
166
tldr-transformers
will-thompson-k / tldr-transformers
The "tl;dr" on a few notable transformer papers.
nlp deep-learning notes transformers attention transfer-learning language-models language-model bert gpt-3 open-ai huggingface-transformer huggingface
163
theblackcat102 / language-models-are-knowledge-graphs-pytorch
Language models are open knowledge graphs ( non official implementation )
language-models open-knowledge-graphs
Language:Python 122
microsoft / MSR-NLP-Projects
This is a list of open-source projects at Microsoft Research NLP Group
dialogue nlp natural-language-processing pytorch language-models grounded-generation
102
Hugging-Captions
antoninodimaggio / Hugging-Captions
Generate realistic Instagram captions using transformers 🤗
transformers nlp instagram huggingface gpt-2 language-models
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.
bert production implementation resources paper language model awesome bert-pytorch elmo tutorial python natural-language transformers smaller distilbert language-models knowledge-distillation tensorflow deployment
84
AliAkbarBadri / nlp-papers
Must-read papers on Natural Language Processing (NLP)
language-models natural-language-processing nlp transformers papers papers-collection
70
marbert
UBC-NLP / marbert
UBC ARBERT and MARBERT Deep Bidirectional Transformers for Arabic
language-models benchmark model-evaluation bert bert-model arbert marbert deep-learning awesome arabic arabic-nlp arabic-language arabic-dialects arabic-models ubc ubc-dlnlp ubcnlp huggingface-transformers classification social-media
69
AI-secure / InfoBERT
[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
bert language-models adversarial-attacks adversarial-defense adversarial-robustness roberta information-theory
Language:Python 67
alm
anyks / alm
Smart Language Model
arpa language-models alm vocab-pruning tokenizer tokenization cpp
Language:C++ 41
loodos / turkish-language-models
Transformer based Turkish language models
nlp natural-language-processing language-models turkish
Language:Python 38
pbloem / language-models
Keras implementations of three language models: character-level RNN, word-level RNN and Sentence VAE (Bowman, Vilnis et al 2016).
keras language-models bowman rnn-language-model vae
Language:Python 38
AREkit
nicolay-r / AREkit
Document level Attitude and Relation Extraction toolkit (AREkit) for sampling mass-media news into datasets for your ML-model training and evaluation
sentiment-analysis relation-extraction neural-networks datasets frames bert language-models nlp pandas pandas-dataframe tensorflow
Language:Python 36
christian-doucette / tolkein_text
Neural Network Language Model that generates text based off Lord of the Rings. Built with Pytorch.
nlp machine-learning language-models pytorch
Language:Python 30
joshualoehr / ngram-language-model
Python implementation of an N-gram language model with Laplace smoothing and sentence generation.
ngram-language-model ngram perplexity nlp language-model python laplace-smoothing ngrams language-models smoothing-methods
Language:Python 30
lvyufeng / bert4ms
mindspore implementation of transformers
bert transformers mindspore nlp python machine-learning natural-language-processing deep-learning pretrained-models language-models mindspore-transformers model-hub modelzoo
Language:Python 30
daviddwlee84 / Stanford-CS224n-NLP
The course notes about Stanford CS224n Natural Language Processing with Deep Learning Winter 2019 (using PyTorch)
cs224n cs224n-assignment-solutions cs224nwinter2019 language-models dependency-parsing machine-translation question-answering
Language:JavaScript 28
alexandra-chron / relm_unmt
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 pretraining low-resource-languages unsupervised-machine-translation residual-adapters
Language:Python 27
ronaldseoh / atsc_prompts
Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"
atsc aspect-based-sentiment-analysis semeval-2014-dataset prompts natural-language-prompts language-models nli natural-language-inference lm few-shot-learning zero-shot-learning zero-shot-classification few-shot-classification amazon-review-corpus amazon-reviews-sentiment-analysis yelp-reviews yelp-restaurants
Language:Jupyter Notebook 23
GU-DataLab / stance-detection-KE-MLM
This repo is the official resource of the paper "Knowledge Enhanced Masked Language Model for Stance Detection", NAACL 2021
stance-detection stance-classification stance-dataset natural-language-processing naacl2021 naacl pretrained-models language-models bert twitter politics election2020 political transformers nlp pytorch deep-learning
Language:Python 22
OpenPecha / pybo
🦜 NLP for Tibetan, in Python.
nlp computational-linguistics search ngrams language-models linguistics toolkit tibetan tibetan-nlp
Language:Python 19
alexandra-chron / ntua-slp-wassa-iest2018
Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.
transfer-learning language-models twitter python pytorch emotion-analysis deep-learning deep-neural-networks lstm sentiment-analysis
Language:Python 18
MarkusSagen / Master-Thesis-Multilingual-Longformer
Master thesis with code investigating methods for incorporating long-context reasoning in low-resource languages, without the need to pre-train from scratch. We investigated if multilingual models could inherit these properties by making it an Efficient Transformer (s.a. the Longformer architecture).
longformer-models multilingual-models roberta xlm huggingface huggingface-transformers efficient-transformers longformer multilingual language-models
Language:Jupyter Notebook 18
jonsafari / lt1
Course on Language Technologies and NLP
language-technology neural-networks language-models graduate-course course
Language:TeX 15
INK-USC / NumerSense
The data and code for NumerSense (EMNLP2020)
nlp language-models commonsense-extraction commonsense-reasoning
Language:Python 14

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