Imran's repositories
Maze-Solver
C++ project with Opengl
MrBERT
Datasets and code for paper Verb Metaphor Detection via Contextual Relation Learning
Multilingual-Metaphor-Detection
The multilingual language model XLM-R fine-tuned for metaphor detection on a token-level using Huggingface
pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
qulac
Qulac: A dataset on asking Questions for Lack of Clarity in open-domain information-seeking conversations.
ranking_clarification_questions
Implementation of the paper Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information in Pytorch
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。
Text_Classification
Text Classification Algorithms: A Survey