12 skills found
liqian-bio / Text Classification Surveys文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。
osainz59 / Ask2TransformersA Framework for Textual Entailment based Zero Shot text classification
imran3180 / Pytorch Nlipytorch implementation of various models for snli and mnli task
utahnlp / ConsistencyImplementation of models in our EMNLP 2019 paper: A Logic-Driven Framework for Consistency of Neural Models
patil-suraj / Distillbart MnliNo Teacher BART distillation experiment for NLI tasks
dh1105 / Sentence EntailmentBenchmarking various Deep Learning models such as BERT, ALBERT, BiLSTMs on the task of sentence entailment using two datasets - MultiNLI and SNLI.
sileod / PragmevalDiscourse Based Evaluation of Language Understanding
yanghanxy / CIANImplementation of the Character-level Intra Attention Network (CIAN) for Natural Language Inference (NLI) upon SNLI and MultiNLI corpus
pleonova / Multi Label Summary TextAn application that summarizes and classifies long text using zero-shot transfer-learning hosted on Huggingface spaces.
rajatdiptabiswas / Flask Api Hugging Face Fb Bart Large Mnli:hugs: Flask API for Hugging Face's facebook/bart-large-mnli model
SumitM0432 / XLM RoBERTa For Textual EntailmentA multilingual model XLM- RoBERTa for the textual entailment of sequence pair - premise and hypothesis of 15 different languages using the MNLI and XNLI corpus.
allanninal / Keyword ExtractorThe Keyword Extractor leverages Hugging Face’s facebook/bart-large-mnli model to extract relevant keywords or categories from text. Built with a ReactJS (Vite) frontend and a Flask backend, this tool delivers real-time, AI-powered keyword extraction. Perfect for content creators, researchers, and marketers!
