THUIAR (@thuiar)
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Top repositories

1

MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.
Python
654
star
2

GNN-GBDT-Guided-Fast-Optimizing-Framework

GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming(Ye et al., ICML 2023): https://openreview.net/pdf?id=tX7ajV69wt
Python
312
star
3

TEXTOIR

TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)
Python
195
star
4

Self-MM

Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"
Python
184
star
5

MMSA-FET

A Tool for extracting multimodal features from videos.
Python
133
star
6

DeepAligned-Clustering

Discovering New Intents with Deep Aligned Clustering (AAAI 2021)
Python
120
star
7

OKD-Reading-List

Papers for Open Knowledge Discovery
TeX
117
star
8

Cross-Modal-BERT

CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis๏ผˆMM2020๏ผ‰
Python
103
star
9

AWESOME-MSA

Paper List for Multimodal Sentiment Analysis
94
star
10

M-SENA

M-SENA: All-in-One Platform for Multimodal Sentiment Analysis
79
star
11

MIntRec

MIntRec: A New Dataset for Multimodal Intent Recognition (ACM MM 2022)
Python
74
star
12

Adaptive-Decision-Boundary

Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)
Python
70
star
13

ch-sims-v2

Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module
Python
54
star
14

TEXTOIR-DEMO

TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition (ACL 2021)
JavaScript
46
star
15

CDAC-plus

Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)
Jupyter Notebook
44
star
16

DeepUnkID

Deep Unknown Intent Detection with Margin Loss (ACL2019)
Jupyter Notebook
34
star
17

TCL-MAP

TCL-MAP is a powerful method for multimodal intent recognition (AAAI 2024)
Python
31
star
18

CRL

Implementation of the research paper Consistent Representation Learning for Continual Relation Extraction (Findings of ACL 2022)
Python
25
star
19

TFR-Net

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
25
star
20

MIntRec2.0

MIntRec 2.0 is the first large-scale dataset for multimodal intent recognition and out-of-scope detection in multi-party conversations (ICLR 2024)
Python
20
star
21

OpenVNA

[ACL 2024 SDT] OpenVNA is an open-source framework designed for analyzing the behavior of multimodal language understanding systems under noisy conditions.
Python
15
star
22

AWESOME-Dialogue

Paper List for Dialogue and Interactive Systems
15
star
23

UMC

Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances (ACL 2024)
Python
14
star
24

thuiar.github.io

The official website of THUIAR.
HTML
10
star
25

Books

JavaScript
8
star
26

Robust-MSA

JavaScript
7
star
27

CTMWA

Crossmodal Translation based Meta Weight Adaption for Robust Image-Text Sentiment Analysis
Python
7
star
28

Meta-NA

Pytorch implementation for codes in Meta Noise Adaption Framework for Multimodal Sentiment Analysis with Feature Noise (Accepted by IEEE Transactions on Multimedia).
Python
6
star
29

TCM-CAS

Traditional Chinese Medicine Constitution Assessment System
4
star
30

Adaptive-Batch-ParEGO

This repository contains Matlab implementation of the algorithm framework for adaptive batch-ParEGO
MATLAB
3
star
31

MILPGen

Python
2
star
32

AWESOME-MTL

Paper List for Multi-task Learning
2
star
33

cmcnn

code for paper "Co-attentive multi-task convolutional neural network for facial expression recognition"
Python
2
star
34

Expensive-Multi-objective-Optimization

2
star
35

Light-MILPopt

2
star
36

AudioProcess

Related methods and tools for processing audio data
C++
1
star
37

Block-MOBO

This repository contains Matlab implementation of the algorithm framework for Block-MOBO.
MATLAB
1
star
38

ML4MILP

ML4MILP: the first benchmark dataset specifically designed to test ML-based algorithms for solving MILP problems
Python
1
star
39

GAR-Net

GAR-Net: A Graph Attention Reasoning Network for Conversation Understanding
Python
1
star