THUIAR

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47 repositories

MMSA
Public
MMSA is a unified framework for Multimodal Sentiment Analysis.
framework dataset multi-task-learning multimodal-sentiment-analysis
Python
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MIT License
•110•712•61•0•Updated Dec 12, 2024Dec 12, 2024
thuiar.github.io
Public
The official website of THUIAR.
hugo
HTML
•2•10•0•0•Updated Dec 11, 2024Dec 11, 2024
UMC
Public
Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances (ACL 2024)
clustering discovery intent multimodal-interactions multimodal-deep-learning acl2024
Python
•1•20•1•0•Updated Dec 7, 2024Dec 7, 2024
Light-MILPopt
Public
Python
•1•136•0•0•Updated Nov 9, 2024Nov 9, 2024
MIntRec2.0
Public
MIntRec2.0 is the first large-scale dataset for multimodal intent recognition and out-of-scope detection in multi-party conversations (ICLR 2024)
framework deep-neural-networks dataset classification intent-classification intent-detection multimodal-machine-learning multimodal-intent-analysis iclr2024 out-of-scope-detection
Python
•3•32•3•0•Updated Jun 28, 2024Jun 28, 2024
TEXTOIR
Public
TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)
natural-language-processing deep-neural-networks clustering artificial-intelligence bert dialogue-systems intent-discovery intent-recognition open-classification acl2021
Python
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MIT License
•30•205•8•0•Updated Jun 26, 2024Jun 26, 2024
OpenVNA
Public
[ACL 2024 SDT] OpenVNA is an open-source framework designed for analyzing the behavior of multimodal language understanding systems under noisy conditions.
Python
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MIT License
•2•15•0•0•Updated Jun 18, 2024Jun 18, 2024
Books
Public
JavaScript
•4•9•1•0•Updated May 29, 2024May 29, 2024
CTMWA
Public
Crossmodal Translation based Meta Weight Adaption for Robust Image-Text Sentiment Analysis
Python
•0•11•2•0•Updated May 16, 2024May 16, 2024
MILPGen
Public
Python
•1•2•0•0•Updated Apr 4, 2024Apr 4, 2024
Meta-NA
Public
Pytorch implementation for codes in Meta Noise Adaption Framework for Multimodal Sentiment Analysis with Feature Noise (Accepted by IEEE Transactions on Multimedia).
Python
•1•7•0•0•Updated Feb 29, 2024Feb 29, 2024
TCL-MAP
Public
TCL-MAP is a powerful method for multimodal intent recognition (AAAI 2024)
Python
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MIT License
•9•34•2•0•Updated Jan 25, 2024Jan 25, 2024
MIntRec
Public
MIntRec: A New Dataset for Multimodal Intent Recognition (ACM MM 2022)
artificial-intelligence speaker-recognition acm-mm multimodal-deep-learning multimodal-fusion acm-mm-22 multimodal-intent-analysis
Python
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MIT License
•15•78•2•0•Updated Dec 22, 2023Dec 22, 2023
OKD-Reading-List
Public
Papers for Open Knowledge Discovery
machine-learning natural-language-processing computer-vision natural-language-understanding open-set-recognition out-of-distribution-detection intent-discovery open-world-classification deep-clustering out-of-domain-detection
TeX
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BSD 3-Clause "New" or "Revised" License
•24•120•0•0•Updated Dec 21, 2023Dec 21, 2023
MCTeacher
Public
Submit to talsp
Python
•0•0•0•0•Updated Dec 7, 2023Dec 7, 2023
Reliable-MRC
Public
Paper list for Reliable Machine Reading Comprehension, including topics related to robustness, prediction safety, and continual learning.
0•0•0•0•Updated Aug 18, 2023Aug 18, 2023
NIAT
Public
Python
•0•0•0•0•Updated Aug 14, 2023Aug 14, 2023
GNN-GBDT-Guided-Fast-Optimizing-Framework
Public
GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming(Ye et al., ICML 2023): https://openreview.net/pdf?id=tX7ajV69wt
Python
•8•308•0•0•Updated Jul 19, 2023Jul 19, 2023
SMDN
Public
SMDN: SofterMax and Deep Novelty detection
Python
•0•0•0•0•Updated Jul 10, 2023Jul 10, 2023
Robust-MSA
Public
JavaScript
•0•7•0•0•Updated May 12, 2023May 12, 2023
Expensive-Multi-objective-Optimization
Public
1•2•0•0•Updated Apr 30, 2023Apr 30, 2023
Block-MOBO
Public
This repository contains Matlab implementation of the algorithm framework for Block-MOBO.
MATLAB
•1•1•0•0•Updated Apr 27, 2023Apr 27, 2023
TFR-Net
Public
This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multimodal Sentiment Analysis, accepted at ACMMM 2021.
Python
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MIT License
•6•30•3•0•Updated Apr 16, 2023Apr 16, 2023
MMSA-FET
Public
A Tool for extracting multimodal features from videos.
multimodal-sentiment-analysis multimodal-deep-learning
Python
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GNU General Public License v3.0
•21•147•28•0•Updated Feb 11, 2023Feb 11, 2023
MIntRec.github.io
Public
HTML
•1•0•0•0•Updated Feb 8, 2023Feb 8, 2023
DeepUnkID
Public
Deep Unknown Intent Detection with Margin Loss (ACL2019)
natural-language-processing deep-learning outlier-detection dialogue-systems open-world-classification
Jupyter Notebook
•11•34•1•6•Updated Dec 8, 2022Dec 8, 2022
CDAC-plus
Public
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)
deep-neural-networks deep-learning clustering constrained-clustering semi-supervised-clustering aaai2020
Jupyter Notebook
•18•44•4•4•Updated Dec 8, 2022Dec 8, 2022
.github
Public
1•0•0•0•Updated Nov 4, 2022Nov 4, 2022
sims.github.io
Public
JavaScript
•0•0•0•0•Updated Sep 13, 2022Sep 13, 2022
TEXTOIR-DEMO
Public
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition (ACL 2021)
JavaScript
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GNU General Public License v3.0
•15•47•3•0•Updated Sep 11, 2022Sep 11, 2022