THUIAR

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56 repositories

thuiar.github.io
Public
The official website of THUIAR.
hugo
hugo
HTML
•3•10•0•0•Updated Mar 4, 2026Mar 4, 2026
HIER
Public
Official code implementation of Evolutionary Multimodal Reasoning via Hierarchical Semantic Representation for Intent Recognition (CVPR2026)
Python
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MIT License
•0•0•0•0•Updated Mar 4, 2026Mar 4, 2026
TEXTOIR
Public
TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)
natural-language-processing deep-neural-networks clustering
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
•31•243•8•0•Updated Nov 26, 2025Nov 26, 2025
HEQP
Public
Python
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MIT License
•0•0•0•0•Updated Nov 10, 2025Nov 10, 2025
L2SO
Public
Official code implementation of "LLM-driven Streamlining Optimizer for Large-scale Mixed Integer Linear Programming Problems".
Python
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MIT License
•0•1•0•0•Updated Oct 30, 2025Oct 30, 2025
MMLA
Public
The first comprehensive multimodal language analysis benchmark for evaluating foundation models
Python
•2•28•4•0•Updated Sep 22, 2025Sep 22, 2025
LGSRR
Public
Official code implementation of LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition (EMNLP 2025).
Python
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MIT License
•3•21•2•2•Updated Sep 12, 2025Sep 12, 2025
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
framework deep-neural-networks dataset classification intent-classification intent-detection multimodal-machine-learning multimodal-intent-analysis iclr2024 out-of-scope-detection
Python
•5•72•4•0•Updated Aug 13, 2025Aug 13, 2025
LLM-LNS
Public
Python
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MIT License
•2•10•2•0•Updated Jul 12, 2025Jul 12, 2025
MILPBench
Public
Linear Programming
•0•11•0•0•Updated Jun 4, 2025Jun 4, 2025
MIntRec
Public
MIntRec: A New Dataset for Multimodal Intent Recognition (ACM MM 2022)
artificial-intelligence speaker-recognition acm-mm
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•128•3•0•Updated May 2, 2025May 2, 2025
MIntOOD
Public
Multimodal Classification and Out-of-distribution Detection
Python
•2•18•5•0•Updated Apr 4, 2025Apr 4, 2025
MMSA
Public
MMSA is a unified framework for Multimodal Sentiment Analysis.
framework dataset multi-task-learning
framework dataset multi-task-learning multimodal-sentiment-analysis
Python
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MIT License
•137•962•68•0•Updated Jan 15, 2025Jan 15, 2025
MMIA
Public
The first opensource platform for multimodal intent analysis
Python
•1•9•0•0•Updated Dec 27, 2024Dec 27, 2024
UMC
Public
Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances (ACL 2024)
clustering discovery intent
clustering discovery intent multimodal-interactions multimodal-deep-learning acl2024
Python
•6•30•3•0•Updated Dec 7, 2024Dec 7, 2024
Light-MILPopt
Public
Python
•1•240•1•1•Updated Nov 9, 2024Nov 9, 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•17•0•0•Updated Jun 18, 2024Jun 18, 2024
Books
Public
JavaScript
•6•11•1•0•Updated May 29, 2024May 29, 2024
CTMWA
Public
Crossmodal Translation based Meta Weight Adaption for Robust Image-Text Sentiment Analysis
Python
•1•15•2•0•Updated May 16, 2024May 16, 2024
MILPGen
Public
Python
•1•3•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 Multime…
Python
•1•9•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
•12•58•3•0•Updated Jan 25, 2024Jan 25, 2024
OKD-Reading-List
Public
Papers for Open Knowledge Discovery
machine-learning natural-language-processing computer-vision
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
•7•297•2•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•10•0•0•Updated May 12, 2023May 12, 2023
Expensive-Multi-objective-Optimization
Public
1•2•0•0•Updated Apr 30, 2023Apr 30, 2023