Hosein Mohebbi's repositories
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
ValueZeroing
The official repo for the EACL 2023 paper "Quantifying Context Mixing in Transformers"
Multi-Objective-GA
Design a multi-objective genetic algorithm to solve the two objective functions
CNN_featureLearning_SVM_classifier
Image Classification via Transfer Learning: Using Pre-trained Densely Connected Convolutional Network (DenseNet) weights
TF-Adapter-BERT
A TensorFlow 2.0 implementation of Adapters in NLP based on HuggingFace's Transformers.
ensembleforImbalance
Ensemble Methods for Imbalanced Dataset
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
ContextMixingASR
The official repo for the EMNLP 2023 paper "Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers"
adapter-transformers
Huggingface Transformers + Adapters = ❤️
FaceRecognition
Computer Vision Course Project
FreeSoftwareandOpenCommunityPresentation
Ferdowsi University of Mashhad Linux User Group
MDP_TabularMethods
The implementation of tabular solution methods in Reinformcement Learning, Sutton's book: Part I
OneStepShoot
Robocup Soccer Simulation 2D Challange
context_mixing_toolkit
A tiny library for measuring context-mixing in Transformers
R_FeatureSelection
Forward and backward feature selection with adjusted R squared in R
CppCoreGuidelines
The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++
cs231n.github.io
Public facing notes page
FundamentalOfProgramming_CE2017
Projects of Fundamental of programming C/C++ course for computer engineering students, Fall 2017
pet
This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"
PoWER-BERT
Method to improve inference time for BERT. This is an implementation of the paper titled "PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination" accepted in ICML 2020.
tensorflow
An Open Source Machine Learning Framework for Everyone
TR-BERT
Source code for NAACL 2021 paper "TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference"