joint-learning

There are 1 repository under joint-learning topic.

lavis-nlp / spert
PyTorch code for SpERT: Span-based Entity and Relation Transformer
joint-learning named-entity-recognition relation-extraction
Language:Python 691
VinAIResearch / JointIDSF
BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
bert intent-detection intent-detection-and-slot-filling joint-learning multitask-learning slot-filling vietnamese
Language:Python 85
Yuki-11 / CSSR
Crack Segmentation for Low-Resolution Images using Joint Learning with Super-Resolution (CSSR) was accepted to international conference on MVA2021 (oral), and selected for the Best Practical Paper Award.
super-resolution semantic-segmentation deep-learning machine-learning joint-learning crack-detection mva python3 pytorch crack-segmentation defect-detection
Language:Python 80
lavis-nlp / jerex
PyTorch code for JEREX: Joint Entity-Level Relation Extractor
document-level joint-learning multi-instance-learning relation-extraction
Language:Python 63
StephanieWyt / HGCN-JE-JR
Source code and datasets for EMNLP 2019 paper: Jointly Learning Entity and Relation Representations for Entity Alignment.
entity-alignment graph-neural-networks joint-learning knowledge-graph-embeddings
Language:Python 39
Yuki-11 / CSBSR
Official PyTorch implementation of the paper "Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images", IEEE Transactions on Instrumentation and Measurement (TIM) 2024. CSBSR is an advanced version of our previous work CSSR [MVA'21].
blind-super-resolution computer-vision crack-segmentation cssr deep-learning ieee instrumentation joint-learning measurement peer-reviewed super-resolution csbsr segmentation defect-detection
Language:Python 33
SCU-JJkinging / CCIR-Cup
2021 CCF BDCI 全国信息检索挑战杯（CCIR-Cup）智能人机交互自然语言理解赛道第二名参赛解决方案
intent-detection slot-filling joint-learning natural-language-understanding ernie sequence-labeling co-interactive
Language:Python 23
MirunaPislar / multi-head-attention-labeller
Joint text classification on multiple levels with multiple labels, using a multi-head attention mechanism to wire two prediction tasks together.
sequence-labelling sentence-classification joint-models joint-learning multi-task-learning multihead-attention transformer attention-mechanism bilstm-attention bilstm zero-shot-learning semi-supervised-learning conll-2003 error-detection sentiment-analysis hedge-detection
Language:Python 16
rajnish-aggarwal / Emotion-recognition-using-audio-and-video-on-RAVDES-dataset
emotion-recognition ravdess joint-learning
Language:Python 10
gentaiscool / multi-task-cs-lm
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning (CALCS 2018, ACL)
language-model code-switching multi-task-learning joint-learning
Language:Python 9
gionanide / OpiRec
Opinion recommendation is a task, recently introduced, for consistently generating a text review and a rating score that a certain user would give to a certain product, which has never seen before. Input information driving recommendation is text reviews and ratings for this product contributed by other users and text reviews submitted by the user under consideration for other products. The aforementioned task faces the same problems emerging in text generation using neural networks, namely repetition and specificity. In this paper, it is experi- mentally demonstrated that by employing coverage loss during training, repetition is reduced without adding extra parameters. Furthermore, the amount of repetition in the generated text review is defined as a measure of the captured information. Such measure is used to improve rating score prediction significantly during testing.
text-reviews opinion-recommendation vector-representations rating-score product-profiles deep-memory-network joint-learning multitask-learning long-short-term-memory cosine-similarity recommender-system attention-mechanism coverage natural-language-processing natural-language-generation rating-prediction matrix-factorization collaborative-filtering neighborhood-based text-mining
Language:Python 7
allanchen95 / PAKDD-20-JarKA
Implementation of PAKDD'20 paper: "Jointly Modelling Attribute Interactions and Relationships for Cross-lingual Knowledge Alignment".
attribute-interactions jarka joint-learning kg-alignment merge-strategy pakdd
Language:Python 5
clemeth / tagparse
A part-of-speech/morphological tagger and a dependency parser that can be trained separately or jointly, with special methods for Ancient Greek.
dependency-parser joint-learning pos-tagger pytorch ancient-greek
Language:Python 4
systemallica / morfist
Multi-target Random Forest implementation that can mix both classification and regression tasks.
ai decision-tree random-forest machine-learning mixed-models joint-learning multi-target
Language:Python 4
divyansha1115 / UNIX-Command-Line-Prediction
This repository provides an insight into ventures of framing an intelligent Command line interface (CLI) for UNIX Based Systems.
lstm lstm-neural-networks joint-models joint-learning word2vec knowledge-base unix-command prediction unix scraping
Language:Python 3
vietbtx / ViTextnormASR
Our source code for the paper "Transformer-based Joint Learning Approach for Text Normalization in Vietnamese ASR"
automatic-speech-recognition joint-learning natural-language-processing text-normalization
Language:Python 3
jkd2021 / joint-QDTrack
Implementation of joint construction of Mask/BBox heads in QDTrack-mots for joint training research
amodal-instance-segmentation amodal-perception joint-learning joint-model video-instance-segmentation
Language:Python 2
ductran963 / employeeDBTracker
This project allows users to add, delete and views information of all their employees.
mysql-database html-css-javascript joint-learning nodejs
Language:JavaScript 0
R-N / covid-forecasting-joint-learning
COVID-19 forecasting model for East Java cities using Joint Learning
covid-19 forecasting pytorch captum optuna joint-learning deep-learning machine-learning python indonesia
Language:Python 0
brunoharlein / planing_organizer
Python project planing organizer for python formation Adep Roubaix
python3 oriented-object-programming mvp-architecture postgresql sql psycopg2 calendar datetime joint-learning
Language:Python
R-N / covid-forecasting-joint-learning-app
Streamlit web app of covid-forecasting-joint-learning
covid-19 deep-learning joint-learning forecasting pytorch streamlit machine-learning python web indonesia
Language:Python

joint-learning

lavis-nlp / spert

VinAIResearch / JointIDSF

Yuki-11 / CSSR

lavis-nlp / jerex

StephanieWyt / HGCN-JE-JR

Yuki-11 / CSBSR

SCU-JJkinging / CCIR-Cup

MirunaPislar / multi-head-attention-labeller

rajnish-aggarwal / Emotion-recognition-using-audio-and-video-on-RAVDES-dataset

gentaiscool / multi-task-cs-lm

gionanide / OpiRec

allanchen95 / PAKDD-20-JarKA

clemeth / tagparse

systemallica / morfist

divyansha1115 / UNIX-Command-Line-Prediction

vietbtx / ViTextnormASR

jkd2021 / joint-QDTrack

ductran963 / employeeDBTracker

R-N / covid-forecasting-joint-learning

brunoharlein / planing_organizer

R-N / covid-forecasting-joint-learning-app