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

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.

dca-net

Open source code for Paper "A Co-Interactive Transformer for Joint Slot Filling and Intent Detection"

deepaligned-clustering

Discovering New Intents with Deep Aligned Clustering (AAAI 2021)

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

dietclassifier-pytorch

DIET Classifier mini implementation on pytorch.

dstc8-schema-guided-dialogue

The Schema-Guided Dialogue Dataset

face-depixelizer

Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.

fastformers

FastFormers - highly efficient transformer models for NLU

firashm

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gair-slu

A Graph Attention Interactive Refine framework with contextual regularization for jointing intent detection and slot filling

gl-clef

gl-gin

intent_and_slot_classification

One of the main NLU tasks is to understand the intents (sequence classification) and slots (entities within the sequence). This repo help classify both together using Joint Model (multitask model). BERT_SMALL is used which can be changed to any other BERT variant.

intent_detection_and_slot_filling

intent detection and slot filling 意图识别与槽填充联合模型

joint_learn

jointbert

JointBERT

jointidsf

BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

machine-learning

Notes for machine learning