Haoyu-ha / ALMT
Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)
☆98Updated 3 weeks ago
Alternatives and similar repositories for ALMT:
Users that are interested in ALMT are comparing it to the libraries listed below
- ☆63Updated 5 months ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆56Updated 3 weeks ago
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆37Updated 5 months ago
- Multi-Modality Multi-Loss Fusion Network☆108Updated 9 months ago
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆20Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆59Updated 7 months ago
- ☆189Updated 2 years ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆69Updated last year
- ☆14Updated 10 months ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆31Updated last year
- ☆16Updated 8 months ago
- [TMM2022] Source codes of CENet☆31Updated 2 years ago
- [NAACL-2024 Finidngs] The official implement of CLGSI☆21Updated 3 months ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆33Updated 8 months ago
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆34Updated 2 years ago
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆12Updated 8 months ago
- A Tool for extracting multimodal features from videos.☆169Updated 2 years ago
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis☆16Updated 4 months ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆24Updated last year
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆16Updated last year
- Official implement of AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis☆12Updated 6 months ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆75Updated 2 years ago
- ☆28Updated 11 months ago
- The code for our paper Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis☆19Updated 2 years ago
- ☆29Updated last year
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Updated 2 years ago
- Codes for AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis☆41Updated last year
- ☆34Updated 3 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆35Updated 2 years ago
- ☆22Updated last year