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…☆203Mar 14, 2023Updated 3 years ago
- Pytorch implementation for codes in Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis (Accepted by IEEE…☆15Feb 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…☆12Feb 25, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A Tool for extracting multimodal features from videos.☆211Feb 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 3 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
- 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☆15May 1, 2025Updated last year
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆251Jun 25, 2022Updated 3 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆116Oct 14, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆26May 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)☆80Aug 29, 2025Updated 8 months ago
- Paper List for Multimodal Sentiment Analysis☆109Jan 14, 2021Updated 5 years ago
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆917Mar 15, 2023Updated 3 years ago
- Codes and datasets for our ICASSP2023 paper, Evaluating parameter-efficient transfer learning approaches on SURE benchmark for speech und…☆43Mar 12, 2023Updated 3 years ago
- 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆1,014Jan 15, 2025Updated last year
- Your finetuned model's back to its original safety standards faster than you can say "SafetyLock"!☆11Oct 16, 2024Updated last year
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆43Apr 16, 2023Updated 3 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆101Sep 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
- This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empiric…☆126Mar 14, 2023Updated 3 years ago
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis, which is accepted by ACM MM 24.☆37Dec 30, 2024Updated last year
- AuxFormer: Robust Approach to Audiovisual Emotion Recognition☆14Mar 14, 2023Updated 3 years ago
- Context Modeling with Speaker's Pre-trained Memory Tracking for Emotion Recognition in Conversation (NAACL 2022)☆64Mar 17, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is the official code repository of ICLR 2023 Tiny Paper, "Hierarchical Dialogue Understanding with Special Tokens and Turn-level Att…☆19Jun 20, 2023Updated 2 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".☆56Mar 17, 2021Updated 5 years ago
- Deep-HOSeq: Deep Higher-Order Sequence Fusion for Multimodal Sentiment Analysis.☆11Oct 19, 2020Updated 5 years ago
- The YASO targeted sentiment analysis dataset, accompanied by evaluation code.☆20Sep 17, 2025Updated 7 months ago
- Source code for SEKE 2020 paper "SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER"☆16Jun 19, 2021Updated 4 years ago
- Official repo for the paper "Multimodal Phased Transformer for Sentiment Analysis".☆183Sep 21, 2025Updated 7 months ago