NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis
☆31Jan 21, 2023Updated 3 years ago
Alternatives and similar repositories for MSA-Robustness
Users that are interested in MSA-Robustness are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains the PyTorch implementation of the paper STaCK: Sentence Ordering with Temporal Commonsense Knowledge appearing a…☆28Mar 15, 2023Updated 3 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆199Mar 14, 2023Updated 3 years ago
- Pytorch implementation for codes in Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis (Accepted by IEEE…☆14Feb 2, 2024Updated 2 years ago
- [EMNLP 2022] This repository contains the official implementation of the paper "MM-Align: Learning Optimal Transport-based Alignment Dyna…☆33Mar 10, 2024Updated 2 years ago
- Code for the EMNLP 2022 Findings short paper "SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Train…☆13Feb 25, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- A Tool for extracting multimodal features from videos.☆209Feb 11, 2023Updated 3 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆72Apr 16, 2023Updated 2 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆279Mar 14, 2023Updated 3 years ago
- This repository contains the source codes of the paper -- Exemplars-guided Empathetic Response Generation Controlled by the Elements of H…☆24Feb 1, 2023Updated 3 years ago
- Our EMNLP 2022 paper on VIP-Based Prompting for Parameter-Efficient Learning☆10Oct 22, 2022Updated 3 years ago
- ☆22Mar 16, 2023Updated 3 years ago
- This repository contains the implementation of the paper -- KNOT: Knowledge Distillation using Optimal Transport for Solving NLP Tasks☆15Sep 15, 2022Updated 3 years ago
- CLUE code☆14May 1, 2025Updated 11 months ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆116Oct 14, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆26May 8, 2022Updated 3 years ago
- Accompany code to reproduce the baselines of the International Multimodal Sentiment Analysis Challenge (MuSe 2020).☆16Dec 8, 2022Updated 3 years ago
- This is the code for Coupled-translation Fusion Network.☆11Dec 2, 2021Updated 4 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆79Aug 29, 2025Updated 7 months ago
- Code for the COLING 2022 paper "DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification"☆19Oct 19, 2022Updated 3 years ago
- Paper List for Multimodal Sentiment Analysis☆108Jan 14, 2021Updated 5 years ago
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆912Mar 15, 2023Updated 3 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35May 17, 2020Updated 5 years ago
- Codes and datasets for our ICASSP2023 paper, Evaluating parameter-efficient transfer learning approaches on SURE benchmark for speech und…☆42Mar 12, 2023Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversati…☆190Nov 26, 2022Updated 3 years ago
- A preprocessing and training code for DialogueGCN on Dailydialogue and Mastodon dataset. Use Bert base to preprocess the sentences. Based…☆29Oct 6, 2021Updated 4 years ago
- ☆28May 13, 2022Updated 3 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆988Jan 15, 2025Updated last year
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆42Apr 16, 2023Updated 2 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆98Sep 8, 2022Updated 3 years ago
- This repository contains the dataset and the pytorch implementations of the models from the paper CIDER: Commonsense Inference for Dialog…☆27Oct 30, 2022Updated 3 years ago
- ☆12May 6, 2024Updated last year
- This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empiric…☆126Mar 14, 2023Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis, which is accepted by ACM MM 24.☆36Dec 30, 2024Updated last year
- Official repository of the AAAI'2022 paper "Contrast and Generation Make BART a Good Dialogue Emotion Recognizer"☆51Jan 24, 2022Updated 4 years ago
- Context Modeling with Speaker's Pre-trained Memory Tracking for Emotion Recognition in Conversation (NAACL 2022)☆65Mar 17, 2023Updated 3 years ago
- Restore safety in fine-tuned language models through task arithmetic☆32Mar 28, 2024Updated 2 years ago
- Pytorch implementation to paper "DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation".☆57Mar 17, 2021Updated 5 years ago
- Deep-HOSeq: Deep Higher-Order Sequence Fusion for Multimodal Sentiment Analysis.☆11Oct 19, 2020Updated 5 years ago
- Our EMNLP 2022 paper on MCQA☆23Jan 15, 2023Updated 3 years ago