seukgcode / MELBench
Multimodal entity linking (MEL) aims to utilize multimodal information to map mentions to corresponding entities defined in knowledge bases. We release three MEL datasets: Weibo-MEL, Wikidata-MEL and Richpedia-MEL, containing 25,602, 18,880 and 17,806 samples from social media, encyclopedia and multimodal knowledge graphs respectively. A MEL dat…
☆82Updated 3 years ago
Alternatives and similar repositories for MELBench:
Users that are interested in MELBench are comparing it to the libraries listed below
- ☆35Updated 2 years ago
- Multimodal entity linking for Tweets☆29Updated 3 years ago
- A Few-Shot Learning based Approach to Multimodal Social Relation Extraction☆13Updated 2 years ago
- COLING'2020: CoLAKE: Contextualized Language and Knowledge Embedding☆115Updated 4 years ago
- Resource and Code for ICME 2021 paper "MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social…☆55Updated 3 years ago
- ☆28Updated 2 years ago
- [NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extrac…☆110Updated last month
- Preprocessed Datasets for our Multimodal NER paper☆118Updated 2 years ago
- ☆12Updated 2 years ago
- Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals. WSDM 2021.☆139Updated 3 years ago
- Pytorch implementation of EMNLP 2021 paper "TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Rel…☆64Updated last year
- Richpedia: A Comprehensive Multi-Modal Knowledge Graph☆53Updated 6 years ago
- Dataset and code for EMNLP 2022 "Visual Named Entity Linking: A New Dataset and A Baseline"☆24Updated 2 years ago
- 东南大学多模态知识图谱-OpenRichpedia工程文件☆29Updated 3 years ago
- Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance☆67Updated 6 months ago
- ☆32Updated 2 years ago
- [CCKS2022 ] Multimodal Event Detection and Argument Extraction.☆25Updated 2 years ago
- ☆37Updated 3 years ago
- Image-embodied Knowledge Representation Learning (IJCAI-2017)☆43Updated 3 years ago
- ☆34Updated 6 years ago
- ☆48Updated 4 years ago
- [AAAI'21] Code release for "Visual Pivoting for (Unsupervised) Entity Alignment".☆28Updated 3 years ago
- Source code for ACL 2021 paper "CLEVE: Contrastive Pre-training for Event Extraction"☆84Updated 2 years ago
- ☆38Updated 2 years ago
- Baselines for CCKS 2022 Task "Link Prediction for Multimodal Product Knowledge Graph"☆72Updated 2 years ago
- Source code and datasets for ACL 2020 paper: Neighborhood Matching Network for Entity Alignment.☆76Updated 4 years ago
- [EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study☆34Updated last year
- Official implementation of our LREC-COLING 2024 paper "Generative Multimodal Entity Linking".☆34Updated last month
- Implementation of TransAE model described in Multimodal Data Enhanced Representation Learning for Knowledge Graphs☆17Updated 4 years ago
- Code for "Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that Works" (ICASSP 2022)☆52Updated 3 years ago