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xlnet

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transformers

huggingface / transformers

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Open

Raise exceptions instead of using assertions for control flow

4

willfrey commented Jul 19, 2021

https://github.com/huggingface/transformers/blob/546dc24e0883e5e9f5eb06ec8060e3e6ccc5f6d7/src/transformers/models/gpt2/modeling_gpt2.py#L698

Assertions can't be relied upon for control flow because they can be disabled, as per the following:

$ python --help
usage: python [option] ... [-c cmd | -m mod | file | -] [arg] ...
...
-O     : remove assert and __debug__-dependent statem

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Good First Issue

Open

Add error message to Wav2Vec2 & Hubert if labels > vocab_size

1

Open

[Performance] Tracking open Issues and PRs (pytorch transformers)

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brightmart / albert_zh

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A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

tensorflow pytorch albert bert pre-trained chinese-corpus roberta pre-trained-model xlnet

Updated Oct 22, 2020
Python

spark-nlp

JohnSnowLabs / spark-nlp

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State of the Art Natural Language Processing

nlp natural-language-processing spark sentiment-analysis text-classification tensorflow machine-translation transformers language-detection pyspark named-entity-recognition seq2seq lemmatizer spell-checker albert bert part-of-speech-tagger entity-extraction spark-ml xlnet

Updated Aug 13, 2021
Scala

asyml / texar

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Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

python machine-learning natural-language-processing deep-learning tensorflow machine-translation text-generation data-processing bert text-data dialog-systems gpt-2 texar xlnet casl-project

Updated Sep 17, 2020
Python

Jiakui / awesome-bert

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bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目

nlp bert google-bert xlnet

Updated Mar 21, 2021

ymcui / Chinese-XLNet

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Pre-Trained Chinese XLNet（中文XLNet预训练模型）

nlp natural-language-processing tensorflow pytorch xlnet

Updated Jul 21, 2021
Python

yongzhuo / nlp_xiaojiang

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自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification），实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

nlp text-classification distance chatbot chinese feature bert data-augmentation enhance text-augment xlnet

Updated Jun 10, 2021
Python

yongzhuo / Keras-TextClassification

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中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Updated Dec 19, 2020
Python

explosion / spacy-transformers

Star

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

nlp machine-learning natural-language-processing google pytorch spacy openai transfer-learning language-model bert natural-language-understanding spacy-pipeline spacy-extension pytorch-model gpt-2 huggingface xlnet

Updated Aug 13, 2021
Python

asyml / texar-pytorch

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Open

Incorrect Optimizer Configuration for the `transformer` example.

HanGuo97 commented Apr 11, 2021

In this file, the kwargs of the optimizer does not match that of the PyTorch API. This part seems to be copied from the TF version.

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enhancement help wanted good first issue

Open

Loading pre-trained model checkpoint and model arch config are coupled

cedrickchee / awesome-bert-nlp

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A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.

nlp natural-language-processing awesome transformer neural-networks awesome-list transfer-learning language-model attention-mechanism bert gpt-2 xlnet pre-trained-language-models gpt-3

Updated Jul 19, 2021

lonePatient / Bert-Multi-Label-Text-Classification

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This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

nlp text-classification transformers pytorch multi-label-classification albert bert fine-tuning pytorch-implmention xlnet

Updated Jun 2, 2021
Python

graykode / xlnet-Pytorch

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Simple XLNet implementation with Pytorch Wrapper

nlp natural-language-processing pytorch bert xlnet xlnet-pytorch

Updated Jul 3, 2019
Jupyter Notebook

lonePatient / awesome-pretrained-chinese-nlp-models

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Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

nlp chinese zen gpt pretrained-models pangu albert bert electra roberta gpt-2 ernie xlnet nezha macbert nlu-nlg t5-pegasus simbert nezha-gen

Updated Jul 25, 2021

grammarly / gector

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Official implementation of the paper “GECToR – Grammatical Error Correction: Tag, Not Rewrite” // Published on BEA15 Workshop (co-located with ACL 2020) https://www.aclweb.org/anthology/2020.bea-1.16.pdf

natural-language-processing transformers bert sequence-labeling grammatical-error-correction roberta xlnet

Updated Aug 12, 2021
Python

adaptnlp

Novetta / adaptnlp

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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

Updated Aug 13, 2021
Jupyter Notebook

sz128 / slot_filling_and_intent_detection_of_SLU

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slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

crf named-entity-recognition spoken-language sequence-labeling slot-filling encoder-decoder intent-detection atis-dataset bert-bilstm-crf snips-dataset xlnet

Updated Feb 4, 2021
Python

RUCAIBox / TextBox

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TextBox is an open-source library for building text generation system.

text-generation pytorch generative-adversarial-network bart sequence-to-sequence encoder-decoder variational-autoencoder gpt-2 xlnet pretrained-language-model

Updated Aug 1, 2021
Python

brightmart / xlnet_zh

Star

中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large

language-model bert roberta pre-train xlnet

Updated Sep 13, 2019
Python

rusiaaman / XLnet-gen

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XLNet for generating language.

text language-modeling language-model language-generation gpt2 xlnet transformer-xl

Updated Jan 30, 2021
Python

CyberZHG / keras-xlnet

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Implementation of XLNet that can load pretrained checkpoints

nlp glue keras language-model xlnet

Updated Jun 19, 2021
Python

amansrivastava17 / embedding-as-service

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One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Updated May 21, 2021
Python

stevezheng23 / xlnet_extension_tf

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XLNet Extension in TensorFlow

machine-learning natural-language-processing deep-learning artificial-intelligence natural-language-understanding xlnet xlnet-ner xlnet-nlu xlnet-mrc xlnet-extension

Updated Apr 10, 2021
Python

CLUEbenchmark / PyCLUE

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Python toolkit for Chinese Language Understanding(CLUE) Evaluation benchmark

corpus tiny language-model albert bert chinese-language xlnet evaluation-benchmark chineseglue roberta-wwm-ext

Updated Apr 10, 2021
Python

bme-chatbots / dialogue-generation

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Generating responses with pretrained XLNet and GPT-2 in PyTorch.

chatbot apex dialogue-generation gpt2 xlnet topical-chat

Updated Dec 20, 2020
Python

DoodleJZ / HPSG-Neural-Parser

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Source code for "Head-Driven Phrase Structure Grammar Parsing on Penn Treebank" published at ACL 2019

nlp parser machine-learning natural-language-processing parsing bert syntactic-parsing elmo xlnet hpsg-neural-parser

Updated Feb 17, 2020
Python

shreyansh26 / Annotated-ML-Papers

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Annotations of the interesting ML papers I read

nlp machine-learning deep-learning transformers gpt research-paper bert gpt-2 xlnet annotated-paper megatron-lm papers-annotations

Updated Jun 19, 2021

lonePatient / CLUE_pytorch

Star

CLUE baseline pytorch CLUE的pytorch版本基线

glue pytorch classification chinese clue albert bert roberta ernie xlnet

Updated Apr 3, 2020
Python

yuanxiaosc / XLNet_Paper_Chinese_Translation

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XLNet: Generalized Autoregressive Pretraining for Language Understanding 论文的中文翻译 Paper Chinese Translation!

chinese-translation paper-translate xlnet

Updated Oct 11, 2019

Shivampanwar / Bert-text-classification

Star

This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation

xlnet xlnet-pytorch pytorch-transformers sota-technique bert-text-classification text-classififcation

Updated May 7, 2020
Jupyter Notebook

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