declare-lab / MM-InstructEval
This repository contains code to evaluate various multimodal large language models using different instructions across multiple multimodal content comprehension tasks.
☆25Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for MM-InstructEval
- NAACL 2022: MCSE: Multimodal Contrastive Learning of Sentence Embeddings☆53Updated 5 months ago
- Visual and Embodied Concepts evaluation benchmark☆21Updated last year
- Code for "Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning" (EMNLP 2022) and "Empowering Parameter-Efficient Transfer Learning…☆11Updated last year
- kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation (ACL2023)☆12Updated last year
- Code and data for "Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue" (ACL Findings 2023).☆21Updated last year
- Code for ACL 2022 main conference paper "Neural Machine Translation with Phrase-Level Universal Visual Representations".☆21Updated last year
- Code for ACL 2023 Paper: ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER☆18Updated last year
- Code for EMNLP 2022 paper “Distilled Dual-Encoder Model for Vision-Language Understanding”☆29Updated last year
- ☆14Updated last year
- [NeurIPS 2022] Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings☆20Updated last year
- PyTorch implementation of experiments in the paper Aligning Language Models with Human Preferences via a Bayesian Approach☆30Updated last year
- [NAACL 2022] "Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training", Yuanxin Liu, Fandong Meng, Zheng Lin, Pe…☆15Updated 2 years ago
- ☆28Updated last year
- [NAACL 2022] Contrastive Learning for Prompt-based Few-shot Language Learners☆22Updated last year
- Restore safety in fine-tuned language models through task arithmetic☆26Updated 7 months ago
- The code for lifelong few-shot language learning☆53Updated 2 years ago
- Code and Data for the ACL22 main conference paper "MSCTD: A Multimodal Sentiment Chat Translation Dataset"☆40Updated 2 years ago
- Official code for HeterMPC (ACL 22) & MADNet (EMNLP 23) for Response Generation in Multi-Party Conversations☆14Updated 6 months ago
- Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"☆38Updated 2 years ago
- Code for the EMNLP 2022 Findings short paper "SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Train…☆13Updated last year
- Code for ACL 2023 (Findings) accepted paper titled "TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition"☆12Updated last year
- PyTorch implementation of CARE☆16Updated last year
- A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models (ACL 2022)☆40Updated 2 years ago
- Code associated with the paper: "Few-Shot Self-Rationalization with Natural Language Prompts"☆13Updated 2 years ago
- ☆46Updated last month
- An Interpretable Neuro-Symbolic Framework for Task-Oriented Dialogue Generation☆23Updated 2 years ago
- ACL'2023: Multi-Task Pre-Training of Modular Prompt for Few-Shot Learning☆41Updated 2 years ago
- ☆16Updated last year
- On the Effectiveness of Parameter-Efficient Fine-Tuning☆38Updated last year
- VaLM: Visually-augmented Language Modeling. ICLR 2023.☆56Updated last year