This repository contains code to evaluate various multimodal large language models using different instructions across multiple multimodal content comprehension tasks.
☆32Mar 9, 2025Updated last year
Alternatives and similar repositories for MM-InstructEval
Users that are interested in MM-InstructEval are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆26Apr 3, 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
- Domain Adaptation and Adapters☆16Feb 28, 2023Updated 3 years ago
- ☆16Mar 30, 2021Updated 5 years ago
- The code implementation of "M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis"☆17Dec 8, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆140Apr 5, 2023Updated 3 years ago
- ACM MM '22: Unified Multi-modal Pre-training for Few-shot Sentiment Analysis with Prompt-based Learning☆18Dec 20, 2022Updated 3 years ago
- [CVPR'26] Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward☆17Apr 7, 2026Updated 6 months ago
- SQL-based Recommendation System for multi-topic recommendations☆12Jun 1, 2021Updated 5 years ago
- This is code for Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network and Word-pair Relation Taggin…☆69Mar 16, 2024Updated 2 years ago
- Multimodal sentiment analysis using hierarchical fusion with context modeling☆44Mar 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…☆25Feb 1, 2023Updated 3 years ago
- Snippext: Semi-supervised Opinion Mining with Augmented Data☆57Jun 12, 2023Updated 3 years ago
- ☆11Jan 21, 2020Updated 6 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.
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆25May 7, 2025Updated last year
- MMoE: Multimodal Mixture-of-Experts (EMNLP 2024)☆16Nov 14, 2024Updated last year
- ACL 2023 (Findings) : DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis☆54Sep 7, 2023Updated 3 years ago
- ☆13Jan 14, 2025Updated last year
- Official code for "Too Brittle To Touch: Comparing the Stability of Quantization and Distillation Towards Developing Lightweight Low-Reso…☆18Oct 9, 2025Updated last year
- A Model Agnostic function to directly remove specified layers from the LLM☆11May 23, 2024Updated 2 years ago
- Sparsity as a Variance Regulator for Improved Depth Utilization in Language Models☆16May 11, 2026Updated 5 months ago
- Code and model for AAAI 2024: UMIE: Unified Multimodal Information Extraction with Instruction Tuning☆48Jun 5, 2024Updated 2 years ago
- Official implementation of the paper "PonderLM-2: Pretraining LLM with Latent Thoughts in Continuous Space"☆17May 6, 2026Updated 5 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆11Jan 19, 2025Updated last year
- Code for EMNLP 2022 Paper: On the Calibration of Massively Multilingual Language Models☆15Jun 12, 2023Updated 3 years ago
- ☆12Jul 17, 2025Updated last year
- A preprocessing and training code for DialogueGCN on Dailydialogue and Mastodon dataset. Use Bert base to preprocess the sentences. Based…☆30Oct 6, 2021Updated 5 years ago
- ☆27May 19, 2022Updated 4 years ago
- This repository contains the implementation of the paper -- KNOT: Knowledge Distillation using Optimal Transport for Solving NLP Tasks☆15Sep 15, 2022Updated 4 years ago
- Released code for「Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction」in EMNLP2023.☆13Mar 28, 2024Updated 2 years ago
- Agentic Quality-Diversity Search for Research Idea Generation☆21Updated this week
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆46Jul 1, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for "Distribution-based Emotion Recognition in Conversation"☆18Feb 6, 2023Updated 3 years ago
- [CVPR 2026] An official implementation of "Think Visually, Reason Textually: Vision-Language Synergy in ARC"☆47Nov 26, 2025Updated 11 months ago
- Official repository for "MMConv: An Environment for Multimodal Conversational Search across Multiple Domains"☆35Jul 15, 2021Updated 5 years ago
- Crossmodal Translation based Meta Weight Adaption for Robust Image-Text Sentiment Analysis☆15May 16, 2024Updated 2 years ago
- ☆39Dec 16, 2021Updated 4 years ago
- The source code and manually annotated datasets for our paper "Joint Multimodal Sentiment Analysis Based on Information Relevance"☆11Dec 17, 2022Updated 3 years ago
- Repository for the ACL'22 paper "So Different Yet So Alike! Constrained Unsupervised Text Style Transfer"☆16Jan 19, 2024Updated 2 years ago