Repositories list

• thuiar.github.io

  Public
  The official website of THUIAR.

  hugo

  HTML

  •3•10•0•0•Updated Nov 29, 2025Nov 29, 2025

• TEXTOIR

  Public

  thuiar/TEXTOIR’s past year of commit activity
  TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)

  natural-language-processingdeep-neural-networksclustering+ 7artificial-intelligencebertdialogue-systemsintent-discoveryintent-recognitionopen-classificationacl2021

  Python

  •

  MIT License

  •31•239•8•0•Updated Nov 26, 2025Nov 26, 2025

• HEQP

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Nov 10, 2025Nov 10, 2025

• L2SO

  Public

  thuiar/L2SO’s past year of commit activity
  Official code implementation of "LLM-driven Streamlining Optimizer for Large-scale Mixed Integer Linear Programming Problems".

  Python

  •

  MIT License

  •0•0•0•0•Updated Oct 30, 2025Oct 30, 2025

• MMLA

  Public

  thuiar/MMLA’s past year of commit activity
  The first comprehensive multimodal language analysis benchmark for evaluating foundation models

  Python

  •1•27•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

  •

  MIT License

  •3•17•1•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)

  frameworkdeep-neural-networksdataset+ 7classificationintent-classificationintent-detectionmultimodal-machine-learningmultimodal-intent-analysisiclr2024out-of-scope-detection

  Python

  •7•69•4•0•Updated Aug 13, 2025Aug 13, 2025

• LLM-LNS

  Public
  Python

  •

  MIT License

  •2•7•2•0•Updated Jul 12, 2025Jul 12, 2025

• MILPBench

  Public
  Linear Programming

  •0•9•0•0•Updated Jun 4, 2025Jun 4, 2025

• MIntRec

  Public
  MIntRec: A New Dataset for Multimodal Intent Recognition (ACM MM 2022)

  artificial-intelligencespeaker-recognitionacm-mm+ 4multimodal-deep-learningmultimodal-fusionacm-mm-22multimodal-intent-analysis

  Python

  •

  MIT License

  •14•122•3•0•Updated May 2, 2025May 2, 2025

• MIntOOD

  Public
  Multimodal Classification and Out-of-distribution Detection

  Python

  •2•17•4•0•Updated Apr 4, 2025Apr 4, 2025

• MMSA

  Public
  MMSA is a unified framework for Multimodal Sentiment Analysis.

  frameworkdatasetmulti-task-learning+ 1multimodal-sentiment-analysis

  Python

  •

  MIT License

  •134•915•66•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)

  clusteringdiscoveryintent+ 3multimodal-interactionsmultimodal-deep-learningacl2024

  Python

  •5•28•2•0•Updated Dec 7, 2024Dec 7, 2024

• Light-MILPopt

  Public
  Python

  •1•243•0•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•10•1•0•Updated May 29, 2024May 29, 2024

• CTMWA

  Public
  Crossmodal Translation based Meta Weight Adaption for Robust Image-Text Sentiment Analysis

  Python

  •1•14•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 Multimedia).

  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

  •

  MIT License

  •11•53•3•0•Updated Jan 25, 2024Jan 25, 2024

• OKD-Reading-List

  Public
  Papers for Open Knowledge Discovery

  machine-learningnatural-language-processingcomputer-vision+ 7natural-language-understandingopen-set-recognitionout-of-distribution-detectionintent-discoveryopen-world-classificationdeep-clusteringout-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•299•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

• Block-MOBO

  Public
  This repository contains Matlab implementation of the algorithm framework for Block-MOBO.

  MATLAB

  •1•2•0•0•Updated Apr 27, 2023Apr 27, 2023