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Title: GitHub - Nativeatom/NaturalLanguageProcessing: Natural Language Procesing

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Description: Natural Language Procesing. Contribute to Nativeatom/NaturalLanguageProcessing development by creating an account on GitHub.

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Embeddinghttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Embedding
Embeddinghttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Embedding
Informaiton Extraction and Text Mininghttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Informaiton%20Extraction%20and%20Text%20Mining
Informaiton Extraction and Text Mininghttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Informaiton%20Extraction%20and%20Text%20Mining
Multilingualityhttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Multilinguality
Multilingualityhttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Multilinguality
Phonology Morphology and Word Segmenthttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Phonology%20Morphology%20and%20Word%20Segment
Phonology Morphology and Word Segmenthttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Phonology%20Morphology%20and%20Word%20Segment
Sentence-level Semanticshttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Sentence-level%20Semantics
Sentence-level Semanticshttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Sentence-level%20Semantics
Summerizationhttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Summerization
Summerizationhttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Summerization
Tagging Chunking Syntax and Parsinghttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Tagging%20Chunking%20Syntax%20and%20Parsing
Tagging Chunking Syntax and Parsinghttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Tagging%20Chunking%20Syntax%20and%20Parsing
Contributors.mdhttps://github.com/Nativeatom/NaturalLanguageProcessing/blob/master/Contributors.md
Contributors.mdhttps://github.com/Nativeatom/NaturalLanguageProcessing/blob/master/Contributors.md
LICENSEhttps://github.com/Nativeatom/NaturalLanguageProcessing/blob/master/LICENSE
LICENSEhttps://github.com/Nativeatom/NaturalLanguageProcessing/blob/master/LICENSE
README.mdhttps://github.com/Nativeatom/NaturalLanguageProcessing/blob/master/README.md
README.mdhttps://github.com/Nativeatom/NaturalLanguageProcessing/blob/master/README.md
_config.ymlhttps://github.com/Nativeatom/NaturalLanguageProcessing/blob/master/_config.yml
_config.ymlhttps://github.com/Nativeatom/NaturalLanguageProcessing/blob/master/_config.yml
READMEhttps://github.com/Nativeatom/NaturalLanguageProcessing
Apache-2.0 licensehttps://github.com/Nativeatom/NaturalLanguageProcessing
https://github.com/Nativeatom/NaturalLanguageProcessing#natural-language-procesing
Machine Learning Resourceshttps://github.com/jindongwang/MachineLearning
jindongwanghttps://github.com/jindongwang
https://github.com/Nativeatom/NaturalLanguageProcessing#resource-of-textbooks-and-lectures
https://github.com/Nativeatom/NaturalLanguageProcessing#mathemetical-and-statistical-foundation
pdfhttp://www.math.hcmus.edu.vn/~bxthang/Linear%20algebra%20and%20its%20applications.pdf
videohttps://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/
pdfhttps://web.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf
websitehttp://web.stanford.edu/~boyd/cvxbook/
pdfhttp://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.693.855&rep=rep1&type=pdf
https://github.com/Nativeatom/NaturalLanguageProcessing#machine-learning
The Elements of Statistical Learning(ESL) - HTFhttps://web.stanford.edu/~hastie/Papers/ESLII.pdf
CS228 Probabilistic Graphical Model - Stanfordhttps://cs.stanford.edu/~ermon/cs228/index.html
10708 Probabilistic Graphical Model - CMUhttp://www.cs.cmu.edu/~epxing/Class/10708/index.html
https://github.com/Nativeatom/NaturalLanguageProcessing#deep-learning
Deep Learning - Ian Goodfellow, Yoshua Bengio, Aaron Courvillehttps://github.com/HFTrader/DeepLearningBook
CS231n Convolutional Neural Networks for Visual Recognition - Stanfordhttp://cs231n.stanford.edu/
https://github.com/Nativeatom/NaturalLanguageProcessing#natural-language-processing
Speech and Language Processing - Daniel Jurafsky and James H. Martinhttp://www.cs.colorado.edu/~martin/slp2.html#Chapter3
Advanced Natural Language Processing - MIThttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-864-advanced-natural-language-processing-fall-2005/index.htm
CS 224n Natural Language Processing with Deep Learning - Stanfordhttps://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-864-advanced-natural-language-processing-fall-2005/index.htm
Deep Learning for NLP at Oxford with Deepmind - Oxfordhttps://www.youtube.com/playlist?list=PL613dYIGMXoZBtZhbyiBqb0QtgK6oJbpm
11-747 NN4NLPhttp://www.phontron.com/class/nn4nlp2021/
11-737 Multilingual NLPhttp://demo.clab.cs.cmu.edu/11737fa20/
Some Knowledge about Machine Learninghttps://www.youtube.com/playlist?list=PL613dYIGMXoZBtZhbyiBqb0QtgK6oJbpm
A list of datasetshttps://github.com/awesomedata/awesome-public-datasets#naturallanguage
https://github.com/Nativeatom/NaturalLanguageProcessing#models-and-applications
paperhttp://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf
Long Short Term Memory(LSTM)https://www.bioinf.jku.at/publications/older/2604.pdf
Interpretationhttps://arxiv.org/pdf/1805.03716.pdf
Tensorflow Tutorialhttps://github.com/llSourcell/seq2seq_model_live/blob/master/2-seq2seq-advanced.ipynb
Machine Translation Tensorflow implementhttps://github.com/tensorflow/nmt
Chinesehttps://blog.csdn.net/BVL10101111/article/details/78470716
Training Tipshttps://arxiv.org/abs/1804.00247
Bidirectional Encoder Representation from Transformers(BERT)https://arxiv.org/abs/1810.04805
https://github.com/Nativeatom/NaturalLanguageProcessing#blog-and-tutorials
Tensorflow implement on RNN and undocumented featureshttp://www.wildml.com/2016/08/rnns-in-tensorflow-a-practical-guide-and-undocumented-features/
The Unreasonable Effectiveness of Recurrent Neural Networkshttps://web.stanford.edu/class/cs379c/class_messages_listing/content/Artificial_Neural_Network_Technology_Tutorials/KarparthyUNREASONABLY-EFFECTIVE-RNN-15.pdf
https://github.com/Nativeatom/NaturalLanguageProcessing#topics-and-tasks
Summerizationhttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Summerization
https://github.com/Nativeatom/NaturalLanguageProcessing#summerization
PointNet, ACL2017https://arxiv.org/pdf/1704.04368.pdf
BART, ACL2020https://www.aclweb.org/anthology/2020.acl-main.703/
Pegasus, ICML2020https://arxiv.org/pdf/1912.08777.pdf
XSum, EMNLP2018https://github.com/EdinburghNLP/XSum
paperhttps://arxiv.org/abs/1808.08745
CNN/DailyMailhttps://github.com/JafferWilson/Process-Data-of-CNN-DailyMail
Embeddinghttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Embedding
https://github.com/Nativeatom/NaturalLanguageProcessing#embedding
https://github.com/Nativeatom/NaturalLanguageProcessing#sentimental-analysis-and-argument-mining
https://github.com/Nativeatom/NaturalLanguageProcessing#name-entity-recognition
https://github.com/Nativeatom/NaturalLanguageProcessing#tagging-chunking
https://github.com/Nativeatom/NaturalLanguageProcessing#syntax-parsing
Invertible Neural Projections, EMNLP 2018https://arxiv.org/abs/1808.09111
Unsupervised Recurrent Neural Network Grammars (URNNG), NAACL 2019https://arxiv.org/abs/1904.03746
Compound PCFG, ACL 2019https://arxiv.org/abs/1906.10225
Lexical Compound PCFG, TACL 2020https://www.aclweb.org/anthology/2020.tacl-1.42/
VG-NSL, ACL 2019https://www.aclweb.org/anthology/P19-1180/
PennTreeBank (PTB)https://catalog.ldc.upenn.edu/LDC99T42
https://github.com/Nativeatom/NaturalLanguageProcessing#document-analysis
Sentence-level Semanticshttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Sentence-level%20Semantics
https://github.com/Nativeatom/NaturalLanguageProcessing#sentence-level-semantics
TRANXhttps://www.aclweb.org/anthology/D18-2002/
https://github.com/Nativeatom/NaturalLanguageProcessing#semantics-lexical
Information Extraction and Text Mininghttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Informaiton%20Extraction%20and%20Text%20Mining
https://github.com/Nativeatom/NaturalLanguageProcessing#information-extraction-and-text-mining
https://github.com/Nativeatom/NaturalLanguageProcessing#machine-translation
Back-translation, ACL 2016https://www.aclweb.org/anthology/P16-1009/
OpenNMT, ACL 2017https://www.aclweb.org/anthology/P17-4012/
projecthttps://opennmt.net/
codehttps://github.com/OpenNMT/OpenNMT-py
Transformer, NeurIPS 2017https://papers.nips.cc/paper/2017/hash/3f5ee243547dee91fbd053c1c4a845aa-Abstract.html
https://github.com/Nativeatom/NaturalLanguageProcessing#text-generation
https://github.com/Nativeatom/NaturalLanguageProcessing#text-classification
CNN-sentence, EMNLP2014https://www.aclweb.org/anthology/D14-1181.pdf
CharCNN, NeurIPS2015https://arxiv.org/pdf/1509.01626.pdf
Yelp Datasethttps://www.yelp.com/dataset/challenge
IMDBhttps://www.imdb.com/interfaces/
Stanford Sentiment Treebank (SST)https://nlp.stanford.edu/sentiment/index.html
https://github.com/Nativeatom/NaturalLanguageProcessing#dialogue-and-interactive-systems
https://github.com/Nativeatom/NaturalLanguageProcessing#question-answering
CNN/DailyMailhttps://cs.nyu.edu/~kcho/DMQA/
SQuADhttps://rajpurkar.github.io/SQuAD-explorer/
BERT + Synthetic Self-Training (ensemble)https://github.com/google-research/bert
RACEhttps://www.cs.cmu.edu/~glai1/data/race/
RoBERTahttps://arxiv.org/abs/1907.11692
https://github.com/Nativeatom/NaturalLanguageProcessing#resources-and-evaluation
https://github.com/Nativeatom/NaturalLanguageProcessing#linguistic-theories-and-cognitive-modeling
Multilingualityhttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Multilinguality
https://github.com/Nativeatom/NaturalLanguageProcessing#multilinguality
Linguistic Data Consortiumhttps://catalog.ldc.upenn.edu/
listhttps://github.com/isi-nlp/mt_lit_lrec16/tree/master/ontology
ordered by yearhttps://linguistics.cornell.edu/language-corpora
CALLFRIEND Mandarin - Mainland Dialecthttps://catalog.ldc.upenn.edu/LDC96S55
CALLHOME Mandarin Chinesehttps://catalog.ldc.upenn.edu/LDC2008T17
Chinese-English Name Entity Listhttps://catalog.ldc.upenn.edu/LDC2005T34
List of Chinese Datasethttps://github.com/Lab41/sunny-side-up/wiki/Chinese-Datasets
Cantonese Datasethttp://compling.hss.ntu.edu.sg/hkcancor/
SEAME (Mandarin-English Code-Switching in South-East Asia)https://catalog.ldc.upenn.edu/LDC2015S04
Phonology, Morphology and Word Segmentationhttps://github.com/Nativeatom/NaturalLanguageProcessing/tree/master/Phonology%20Morphology%20and%20Word%20Segment
https://github.com/Nativeatom/NaturalLanguageProcessing#phonology-morphology-and-word-segmentation
https://github.com/Nativeatom/NaturalLanguageProcessing#textual-inference
https://github.com/Nativeatom/NaturalLanguageProcessing#vision-robotics-speech-multimodal
https://github.com/Nativeatom/NaturalLanguageProcessing#language-modeling
ELMo, NAACL2018https://www.aclweb.org/anthology/N18-1202.pdf
GPT-2, arXiv2019https://d4mucfpksywv.cloudfront.net/better-language-models/language_models_are_unsupervised_multitask_learners.pdf
GPT-3, NeurIPS2020https://arxiv.org/pdf/2005.14165.pdf
BERT, NAACL2019https://www.aclweb.org/anthology/N19-1423/
RoBERTa, arXiv 2019https://arxiv.org/pdf/1907.11692.pdf
SpanBERT, TACL 2020https://www.aclweb.org/anthology/2020.tacl-1.5/
ALBERT, arXiv 2020https://arxiv.org/abs/1909.11942
SqueezeBERT, SustainNLP@EMNLP 2020https://www.aclweb.org/anthology/2020.sustainlp-1.17/
SciBERT, EMNLP 2019https://www.aclweb.org/anthology/D19-1371/
BioBERT, Bioinformatics 2019https://arxiv.org/pdf/1901.08746.pdf
patentBERT, arXiv 2019https://arxiv.org/abs/1906.02124
FinBERT, arXiv 2020https://arxiv.org/abs/2006.08097
MedBERT, arXiv 2020https://arxiv.org/pdf/2005.12833.pdf
codehttps://github.com/ZhiGroup/Med-BERT
ClinicalBERT, CHIL 2020https://arxiv.org/abs/1904.05342
LEGAL-BERT, EMNLP Finding 2020https://www.aclweb.org/anthology/2020.findings-emnlp.261/
Tutorialhttps://mccormickml.com/2020/06/22/domain-specific-bert-tutorial/
Latin BERThttps://arxiv.org/abs/2009.10053
German BERThttps://deepset.ai/german-bert
Italian BERThttp://ceur-ws.org/Vol-2481/paper57.pdf
Chinese BERThttps://arxiv.org/abs/2004.13922
BERTology, TACL 2020https://www.aclweb.org/anthology/2020.tacl-1.54/
XLNet, NeurIPS2019https://arxiv.org/pdf/1906.08237.pdf
MASS, ICML2019https://arxiv.org/pdf/1905.02450.pdf
codehttps://github.com/microsoft/MASS
ELECTRA, ICLR2020https://openreview.net/forum?id=r1xMH1BtvB
codehttps://github.com/google-research/electra
T5, JMLR2020https://arxiv.org/abs/1910.10683
BART, ACL2020https://www.aclweb.org/anthology/2020.acl-main.703/
Re-initlization for few-shot learninghttps://arxiv.org/pdf/2006.05987.pdf
Prefix-tuninghttps://arxiv.org/pdf/2101.00190.pdf
BERTScorehttps://arxiv.org/pdf/1904.09675.pdf
Bias in few-shot exampleshttps://arxiv.org/pdf/2102.09690.pdf
EMNLP2019https://www.aclweb.org/anthology/D19-1250.pdf
Tutorial@AAAI2021https://usc-isi-i2.github.io/AAAI21Tutorial/
CommonCrawlhttps://commoncrawl.org/
C4https://arxiv.org/abs/1910.10683
huggingfacehttps://www.tensorflow.org/datasets/catalog/c4
https://github.com/Nativeatom/NaturalLanguageProcessing#computational-social-science-and-social-media
https://github.com/Nativeatom/NaturalLanguageProcessing#discourse-and-pragmatics
https://github.com/Nativeatom/NaturalLanguageProcessing#information-retrieval-and-text-mining
https://github.com/Nativeatom/NaturalLanguageProcessing#language-grounding-to-vision-robotics-and-beyond
Experience Grounds Language, EMNLP2020https://arxiv.org/abs/2004.10151
https://github.com/Nativeatom/NaturalLanguageProcessing#machine-learning-for-nlp
https://github.com/Nativeatom/NaturalLanguageProcessing#theory-and-formalism-in-nlp
https://github.com/Nativeatom/NaturalLanguageProcessing#ethics-in-nlp
https://github.com/Nativeatom/NaturalLanguageProcessing#commonsense-knowledge
ConceptNet, AAAI2017https://conceptnet.io/
COMET, ACL2019https://mosaickg.apps.allenai.org/
paperhttps://www.aclweb.org/anthology/P19-1470/
FEVERhttps://arxiv.org/abs/1803.05355
FEVER 2.0 Shared Task, EMNLP 2019https://www.aclweb.org/anthology/D19-6601/
FEVER@EMNLP2021https://fever.ai/index.html
CommonGen, EMNLP Finding 2020https://inklab.usc.edu/CommonGen/
paperhttps://arxiv.org/abs/1911.03705
VitaminC, NAACL 2021https://github.com/TalSchuster/VitaminC
paperhttps://arxiv.org/abs/2103.08541
https://github.com/Nativeatom/NaturalLanguageProcessing#interpretability
https://github.com/Nativeatom/NaturalLanguageProcessing#nlp-applications
BEA@NAACL2018https://www.cs.rochester.edu/~tetreaul/naacl-bea13.html
BEA@ACL2019https://sig-edu.org/bea/2019
BEA@ACL2020https://sig-edu.org/bea/2020
BEA@EACL2021https://sig-edu.org/bea/current
ACL2019https://www.aclweb.org/anthology/P19-1328/
AAAI2020https://arxiv.org/pdf/2001.03521.pdf
ETShttps://www.ets.org/research/contact/data_requests/
https://github.com/Nativeatom/NaturalLanguageProcessing#resources-and-benchmarks
Huggingface Datasethttps://huggingface.co/datasets
GLUEhttps://gluebenchmark.com/
SuperGLUEhttps://super.gluebenchmark.com/
NLP-Progresshttp://nlpprogress.com/
PaperwithCodehttps://paperswithcode.com/sota
https://github.com/Nativeatom/NaturalLanguageProcessing#interesting-nlp
Google Books Ngram Viewerhttps://books.google.com/ngrams
https://github.com/Nativeatom/NaturalLanguageProcessing#package
https://github.com/Nativeatom/NaturalLanguageProcessing#如何加入-how-to-contribute
UPLOADhttps://my.pcloud.com/#page=puplink&code=4e9Z0Vwpmfzvx0y2OqTTTMzkrRUz8q9V
DOWNLOADhttps://my.pcloud.com/publink/show?code=kZWtboZbDDVguCHGV49QkmlLliNPJRMHrFX
https://github.com/Nativeatom/NaturalLanguageProcessing#如何开始项目协同合作
快速了解github协同工作 Learn how to collaborate through githubhttp://hucaihua.cn/2016/12/02/github_cooperation/
及时更新fork项目 Update through forkhttps://jinlong.github.io/2015/10/12/syncing-a-fork/
如何使用git提交 How to submit in githttp://blog.csdn.net/u012150179/article/details/17172211
Fetch and Merge in Githttps://www.oschina.net/translate/git-fetch-and-merge?print
贡献者 Contributorshttps://github.com/Nativeatom/NaturalLanguageProcessing/blob/master/Contributors.md
https://github.com/Nativeatom/NaturalLanguageProcessing#贡献者-contributors
nlp https://github.com/topics/nlp
machine-learning https://github.com/topics/machine-learning
natural-language-processing https://github.com/topics/natural-language-processing
deep-learning https://github.com/topics/deep-learning
paper https://github.com/topics/paper
machine-translation https://github.com/topics/machine-translation
artificial-intelligence https://github.com/topics/artificial-intelligence
dataset https://github.com/topics/dataset
nlp-resources https://github.com/topics/nlp-resources
embedding https://github.com/topics/embedding
nlp-machine-learning https://github.com/topics/nlp-machine-learning
code-switching https://github.com/topics/code-switching
Readme https://github.com/Nativeatom/NaturalLanguageProcessing#readme-ov-file
Apache-2.0 license https://github.com/Nativeatom/NaturalLanguageProcessing#Apache-2.0-1-ov-file
Please reload this pagehttps://github.com/Nativeatom/NaturalLanguageProcessing
Activityhttps://github.com/Nativeatom/NaturalLanguageProcessing/activity
35 starshttps://github.com/Nativeatom/NaturalLanguageProcessing/stargazers
2 watchinghttps://github.com/Nativeatom/NaturalLanguageProcessing/watchers
9 forkshttps://github.com/Nativeatom/NaturalLanguageProcessing/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FNativeatom%2FNaturalLanguageProcessing&report=Nativeatom+%28user%29
Releaseshttps://github.com/Nativeatom/NaturalLanguageProcessing/releases
Packages 0https://github.com/users/Nativeatom/packages?repo_name=NaturalLanguageProcessing
Contributors 2https://github.com/Nativeatom/NaturalLanguageProcessing/graphs/contributors
https://github.com/Nativeatom
Nativeatom https://github.com/Nativeatom
https://github.com/xiandong79
xiandong79 James Harden https://github.com/xiandong79
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

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