#highlycitedpaper Emotion Detection for Social Robots Based on NLP Transformers and an Emotion Ontology mdpi.com/1424-8220/21/4/1322 @campusb @UCSP @ifbaoficial @univbordeaux_EN #social_robots #natural_language_processing #ontology #emotion_detection #text_classification

Tried out on-device ML in Flutter using the tflite_flutter package this weekend. @drcoderz two-part guide on the same was very helpful! ➡️ medium.com/flutter-community… Also, learned today that when you convert a TensorFlow model to TensorFlow Lite (TFLite), the input tensor is typically expected to have a specific data type, such as numpy.float32. Because TFLite models are primarily designed to work with numerical data types. Therefore, for string input, had to tokenize the input text and for each word in the sentence find the corresponding index in the vocabulary text file. Still learning it. The example on text_classification helped with it (github.com/tensorflow/flutte…).

After that, enter your huggingface write token. you can find/create your write token here: huggingface.co/settings/toke… and enter task as "TEXT_CLASSIFICATION" (without quotes). Make sure to keep your space private! 3/N

次は bert_qa か text_classification かどっちにするかな。 tensorflow.org/lite/models/

Text_Classification - конспект по алгоритмам классификакции текста: bit.ly/2Gz8Pxt #python

Text_Classification - Text Classification Algorithms: A Survey github.com/kk7nc/Text_Classi…

Model Evaluation Using Confusion Matrix #ai #ml #text_classification #scikit #matplotlib #confusion_matrix #precision #recall @dzjava @PixelProminent javadeveloperzone.com/machin…

HDLTex: Hierarchical Deep Learning for Text Classification GitHub: github.com/kk7nc/HDLTex #DeepLearning #classification #MachineLearning #deep_neural_networks #Text_Classification

RMDL: Random Multimodel Deep Learning for Classification GitHub: github.com/kk7nc/RMDL #DeepLearning #classification #MachineLearning #deep_neural_networks #Image_Classification #Text_Classification #EnsembleLearning

A lot of cool stuff this week at the @turinginst on the #TuringDSG working on #NLP data products and data exploration #topic_modeling #text_classification #predictive_analytics

text_classification - all kinds of text classificaiton models and more with deep lear... github.com/brightmart/text_c…

text_classification - all kinds of text classificaiton models and more with deep learning github.com/brightmart/text_c…

@TerryTangYuan any idea why the text_classification examples are not loading the dbpedia data?