Pinned Repositories
AGIF
Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling"
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
Awesome-SLU-Survey
Tracking the progress in SLU (resources, code, and new frontiers etc.)
Awesome-TOD-NLG-Survey
Tracking the progress in NLG for task-oriented dialogue system (resources, code, and new frontiers etc.)
BERT-related-papers
BERT-related papers
CaBERT-SLU
Interspeech 2021: Context-Aware Hierarchical BERT Fushion Network for multiple dialog act detection
Capsule-NLU
Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471
coach
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)
Contrastive-Learning-NLP-Papers
Paper List for Contrastive Learning for Natural Language Processing
ConvLab-2
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
FirasHm's Repositories
FirasHm/awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
FirasHm/Awesome-SLU-Survey
Tracking the progress in SLU (resources, code, and new frontiers etc.)
FirasHm/BERT-related-papers
BERT-related papers
FirasHm/Contrastive-Learning-NLP-Papers
Paper List for Contrastive Learning for Natural Language Processing
FirasHm/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.
FirasHm/DeepAligned-Clustering
Discovering New Intents with Deep Aligned Clustering (AAAI 2021)
FirasHm/DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
FirasHm/dstc8-schema-guided-dialogue
The Schema-Guided Dialogue Dataset
FirasHm/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
FirasHm/intent_detection_and_slot_filling
intent detection and slot filling 意图识别与槽填充联合模型
FirasHm/JointBERT
JointBERT
FirasHm/JointIDSF
BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
FirasHm/lectures-labs
Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris
FirasHm/machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
FirasHm/MAE-LM
[ICLR 2024] Representation Deficiency in Masked Language Modeling
FirasHm/massive
Tools and Modeling Code for the MASSIVE dataset
FirasHm/multiwoz
Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)
FirasHm/NL-Augmenter
NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations
FirasHm/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.
FirasHm/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
FirasHm/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.
FirasHm/pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
FirasHm/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
FirasHm/pytorch_bert_bilstm_crf_ner
基于pytorch的bert_bilstm_crf中文命名实体识别
FirasHm/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.
FirasHm/spark-nlp
State of the Art Natural Language Processing
FirasHm/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.
FirasHm/TEXTOIR
TEXTOIR is a flexible toolkit for open intent detection and discovery. (ACL 2021)
FirasHm/transformers-tutorials
Github repo with tutorials to fine tune transformers for diff NLP tasks
FirasHm/tutorials
MONAI Tutorials