FirasHm's repositories
tutorials
MONAI Tutorials
transformers-tutorials
Github repo with tutorials to fine tune transformers for diff NLP tasks
machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
Text-Classification-LSTMs-PyTorch
The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.
flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
BERT-related-papers
BERT-related papers
DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
NLU_Intent_and_Slot
Intent detection and Slot filling joint learning on ATIS and SNIPS datasets using pre-trained models and built-from-scratch models
lectures-labs
Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris
spark-nlp
State of the Art Natural Language Processing
massive
Tools and Modeling Code for the MASSIVE dataset
TEXTOIR
TEXTOIR is a flexible toolkit for open intent detection and discovery. (ACL 2021)
Parrot_Paraphraser
A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
pytorch_bert_bilstm_crf_ner
基于pytorch的bert_bilstm_crf中文命名实体识别
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
multiwoz
Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Contrastive-Learning-NLP-Papers
Paper List for Contrastive Learning for Natural Language Processing
JointIDSF
BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
intent_detection_and_slot_filling
intent detection and slot filling 意图识别与槽填充联合模型
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
JointBERT
JointBERT
Awesome-SLU-Survey
Tracking the progress in SLU (resources, code, and new frontiers etc.)
dstc8-schema-guided-dialogue
The Schema-Guided Dialogue Dataset
NL-Augmenter
NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations
semantic_lookalike_transformers
Finding look alike sentences by leveraging the concept of semantic similarities pre-learned by transformer models while pre-training task. I've used cosine similarity as an angular distance matrix applied over sent2vec.
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
DeepAligned-Clustering
Discovering New Intents with Deep Aligned Clustering (AAAI 2021)
talking-head-anime-2-demo
Demo programs for the Talking Head Anime from a Single Image 2: More Expressive project.