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…
☆84Jul 31, 2021Updated 4 years ago
Alternatives and similar repositories for MELBench
Users that are interested in MELBench are comparing it to the libraries listed below
Sorting:
- ☆37Feb 28, 2023Updated 3 years ago
- Dataset and code for EMNLP 2022 "Visual Named Entity Linking: A New Dataset and A Baseline"☆27Apr 16, 2023Updated 2 years ago
- Multimodal entity linking for Tweets☆29Aug 30, 2021Updated 4 years ago
- ☆27May 19, 2022Updated 3 years ago
- Several data modalities for KBs (visual, numerical, temporal, etc.)☆427Oct 28, 2021Updated 4 years ago
- [KDD 2023] Multi-Grained Multimodal Interaction Network for Entity Linking☆28Sep 17, 2023Updated 2 years ago
- Richpedia: A Comprehensive Multi-Modal Knowledge Graph☆53Apr 18, 2019Updated 6 years ago
- Reference implementations for visual descriptors of IMGpedia☆23Oct 20, 2022Updated 3 years ago
- Preprocessed Datasets for our Multimodal NER paper☆123Dec 17, 2022Updated 3 years ago
- [KDD 2022] Multi-modal Siamese Network for Entity Alignment☆33Jul 10, 2025Updated 7 months ago
- Repository for VisualSem: a high-quality knowledge graph to support research in vision and language.☆89Sep 13, 2022Updated 3 years ago
- An Open Toolkit for Universal Extraction from Text☆35Oct 12, 2021Updated 4 years ago
- Embedding Multimodal Relational Data for Knowledge Base Completion☆81Mar 21, 2019Updated 6 years ago
- Image-embodied Knowledge Representation Learning (IJCAI-2017)☆14May 10, 2017Updated 8 years ago
- [CCKS 2021] On Robustness and Bias Analysis of BERT-based Relation Extraction☆27Nov 6, 2021Updated 4 years ago
- Official implementation of our LREC-COLING 2024 paper "Generative Multimodal Entity Linking".☆36Feb 27, 2025Updated last year
- Implementation of TransAE model described in Multimodal Data Enhanced Representation Learning for Knowledge Graphs☆17Oct 31, 2020Updated 5 years ago
- [NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extrac…☆121Mar 13, 2025Updated 11 months ago
- A curated list of AWESOME papers, datasets and tutorials within Multimodal Knowledge Graph.☆388Apr 15, 2025Updated 10 months ago
- RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER☆76Mar 31, 2023Updated 2 years ago
- Information extraction dataset zoo.☆42Apr 10, 2022Updated 3 years ago
- WebRED is a large and diverse manually annotated dataset for extracting relationships from a variety of text found on the World Wide Web.☆22Mar 11, 2021Updated 4 years ago
- [KSEM 2020] MMEA: Entity Alignment for Multi-Modal Knowledge Graphs☆48Jun 4, 2022Updated 3 years ago
- Code and data of WSDM 2023 paper "Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking Benchmark".☆23Jun 1, 2023Updated 2 years ago
- Code for "Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding" ICDE 2021☆11Apr 26, 2021Updated 4 years ago
- The 4th rank system of the SemEval 2021 Task4.☆10May 7, 2022Updated 3 years ago
- Relation-aware Graph Attention Networks for Global Entity Alignment☆22Mar 2, 2021Updated 5 years ago
- Code to train open knowledge graph embeddings and to create a benchmark for open link prediction.☆25Oct 19, 2023Updated 2 years ago
- Baselines for CCKS 2022 Task "Link Prediction for Multimodal Product Knowledge Graph"☆73Feb 13, 2023Updated 3 years ago
- Image-embodied Knowledge Representation Learning (IJCAI-2017)☆44Nov 16, 2021Updated 4 years ago
- Code for ACM MM 2021 Paper "Multimodal Relation Extraction with Efficient Graph Alignment".☆109Aug 2, 2022Updated 3 years ago
- Multimodal reasoning based on knowledge graph embedding for specific diseases☆13Apr 29, 2024Updated last year
- Multi-Graph Multi-Label Learning☆11May 30, 2018Updated 7 years ago
- Layerwise Relevance Visualization in Convolutional Text Graph Classifiers☆12Jun 2, 2021Updated 4 years ago
- Formalizing Multimedia Recommendation through Multimodal Deep Learning, accepted in ACM Transactions on Recommender Systems.☆19Jul 2, 2024Updated last year
- Code for ACL2018 paper "Learn How to Actively Learn: An Imitation Learning Approach"☆10Mar 8, 2019Updated 6 years ago
- ☆141Sep 30, 2019Updated 6 years ago
- A set of benchmark repositories for node classification on knowledge graphs. To use, see https://github.com/pbloem/kgbench-loader☆28Dec 9, 2022Updated 3 years ago
- ☆11Apr 18, 2020Updated 5 years ago