Discover thuiar/GNN-GBDT-Guided-Fast-Optimizing-Framework Open Source

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

MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

Python

654

TEXTOIR

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

Python

195

Self-MM

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

Python

184

MMSA-FET

A Tool for extracting multimodal features from videos.

Python

133

DeepAligned-Clustering

Discovering New Intents with Deep Aligned Clustering (AAAI 2021)

Python

120

OKD-Reading-List

Papers for Open Knowledge Discovery

TeX

117

Cross-Modal-BERT

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

Python

103

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)

Python

Adaptive-Decision-Boundary

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

Python

ch-sims-v2

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

Python

TEXTOIR-DEMO

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

JavaScript

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)

Python

CRL

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

Python

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

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

OpenVNA

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

Python

AWESOME-Dialogue

Paper List for Dialogue and Interactive Systems

UMC

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

Python

thuiar.github.io

The official website of THUIAR.

HTML

Books

JavaScript

Robust-MSA

JavaScript

CTMWA

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

Python

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

TCM-CAS

Traditional Chinese Medicine Constitution Assessment System

Adaptive-Batch-ParEGO

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

MATLAB

MILPGen

Python

AWESOME-MTL

Paper List for Multi-task Learning

cmcnn

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

Python

Expensive-Multi-objective-Optimization

Light-MILPopt

AudioProcess

C++

Block-MOBO

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

MATLAB

ML4MILP

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

Python

GAR-Net

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

Python

thuiar/GNN-GBDT-Guided-Fast-Optimizing-Framework

thuiar

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