Hosein Mohebbi

SentimentAnalysis. (BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

disentangling_representations. Python

ValueZeroing. The official repo for the EACL 2023 paper "Quantifying Context Mixing in Transformers"

CNN_featureLearning_SVM_classifier. Image Classification via Transfer Learning: Using Pre-trained Densely Connected Convolutional Network (DenseNet) weights

Multi-Objective-GA. Design a multi-objective genetic algorithm to solve the two objective functions

ensembleforImbalance. Ensemble Methods for Imbalanced Dataset

TF-Adapter-BERT. Integration of Adapters into HuggingFace's Transformers (implemented in TensorFlow 2.0)

explain-probing-results. This is the official repo for the EMNLP 2021 paper "Exploring the Role of BERT Token Representations to Explain Sentence Probing Results"

BlockingCarMonitor. A monitor program using Qt Quick Application for monitoring Blocking Car (Rush Hour) game: A project to learn Uninformed and Informed AI Search

FIS. The Fuzzy Inference System that approximates g(t) input function

ContextMixingASR. The official repo for the EMNLP 2023 paper "Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers"

context_mixing_toolkit. A library for measuring context-mixing in Transformers

adapter-transformers. Huggingface Transformers + Adapters = ❤️

MDP_TabularMethods. The implementation of tabular solution methods in Reinformcement Learning, Sutton's book: Part I

protobuf. Protocol Buffers - Google's data interchange format

OneStepShoot. Robocup Soccer Simulation 2D Challange