thuiar/Robust-MSA

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Created about 2 years ago
Updated over 1 year ago

thuiar/Robust-MSA

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MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

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

TEXTOIR

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

Self-MM

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

MMSA-FET

A Tool for extracting multimodal features from videos.

DeepAligned-Clustering

Discovering New Intents with Deep Aligned Clustering (AAAI 2021)

OKD-Reading-List

Papers for Open Knowledge Discovery

Cross-Modal-BERT

CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）

AWESOME-MSA

Paper List for Multimodal Sentiment Analysis

M-SENA

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

MIntRec

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

Adaptive-Decision-Boundary

Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)

ch-sims-v2

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

TEXTOIR-DEMO

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

CDAC-plus

Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)

Jupyter Notebook

DeepUnkID

Deep Unknown Intent Detection with Margin Loss (ACL2019)

Jupyter Notebook

TCL-MAP

TCL-MAP is a powerful method for multimodal intent recognition (AAAI 2024)

CRL

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

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.

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)

OpenVNA

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

AWESOME-Dialogue

Paper List for Dialogue and Interactive Systems

UMC

Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances (ACL 2024)

thuiar.github.io

The official website of THUIAR.

Books

CTMWA

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

Meta-NA

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

TCM-CAS

Traditional Chinese Medicine Constitution Assessment System

Adaptive-Batch-ParEGO

This repository contains Matlab implementation of the algorithm framework for adaptive batch-ParEGO

MILPGen

AWESOME-MTL

Paper List for Multi-task Learning

cmcnn

code for paper "Co-attentive multi-task convolutional neural network for facial expression recognition"

Expensive-Multi-objective-Optimization

Light-MILPopt

AudioProcess

Related methods and tools for processing audio data

Block-MOBO

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

ML4MILP

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

GAR-Net

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