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…
☆87Jul 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆39Feb 28, 2023Updated 3 years ago
- Dataset and code for EMNLP 2022 "Visual Named Entity Linking: A New Dataset and A Baseline"☆28Apr 16, 2023Updated 2 years ago
- Multimodal entity linking for Tweets☆29Aug 30, 2021Updated 4 years ago
- [KDD 2023] Multi-Grained Multimodal Interaction Network for Entity Linking☆29Sep 17, 2023Updated 2 years ago
- Reference implementations for visual descriptors of IMGpedia☆23Oct 20, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Preprocessed Datasets for our Multimodal NER paper☆124Dec 17, 2022Updated 3 years ago
- Official implementation of our LREC-COLING 2024 paper "Generative Multimodal Entity Linking".☆37Feb 27, 2025Updated last year
- Embedding Multimodal Relational Data for Knowledge Base Completion☆81Mar 21, 2019Updated 7 years ago
- Multimodal reasoning based on knowledge graph embedding for specific diseases☆13Apr 29, 2024Updated last year
- Image-embodied Knowledge Representation Learning (IJCAI-2017)☆14May 10, 2017Updated 8 years ago
- ☆36May 28, 2018Updated 7 years ago
- ☆38Jan 14, 2022Updated 4 years ago
- RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER☆76Mar 31, 2023Updated 3 years ago
- Implementation of TransAE model described in Multimodal Data Enhanced Representation Learning for Knowledge Graphs☆17Oct 31, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A curated list of AWESOME papers, datasets and tutorials within Multimodal Knowledge Graph.☆391Apr 15, 2025Updated 11 months ago
- Combining encoder-based language models☆11Nov 11, 2021Updated 4 years ago
- [NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extrac…☆122Mar 13, 2025Updated last year
- An Open Toolkit for Universal Extraction from Text☆35Oct 12, 2021Updated 4 years ago
- [Paper][ISWC 2023] Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment☆39Mar 14, 2024Updated 2 years ago
- [ECCV'24] Official Implementation of Autoregressive Visual Entity Recognizer.☆14Mar 2, 2024Updated 2 years ago
- Baselines for CCKS 2022 Task "Commonsense Knowledge Salience Evaluation"☆34Nov 11, 2022Updated 3 years ago
- [KSEM 2020] MMEA: Entity Alignment for Multi-Modal Knowledge Graphs☆50Jun 4, 2022Updated 3 years ago
- 东南大学多模态知识图谱-OpenRichpedia工程文件☆30Aug 28, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 基于bert的中文实体链接☆30Nov 24, 2021Updated 4 years ago
- Baselines for CCKS 2022 Task "Link Prediction for Multimodal Product Knowledge Graph"☆72Feb 13, 2023Updated 3 years ago
- Resource and Code for ICME 2021 paper "MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social…☆73Nov 23, 2021Updated 4 years ago
- CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata☆32Jan 21, 2022Updated 4 years ago
- ☆18Apr 23, 2024Updated last year
- Code for "Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding" ICDE 2021☆11Apr 26, 2021Updated 4 years ago
- Transformation Driven Visual Reasoning - CVPR 2021☆36May 27, 2023Updated 2 years ago
- [CCKS 2021] On Robustness and Bias Analysis of BERT-based Relation Extraction☆27Nov 6, 2021Updated 4 years ago
- Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance☆68Oct 16, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion☆209Apr 21, 2025Updated 11 months ago
- ☆13Sep 5, 2021Updated 4 years ago
- ☆42May 24, 2023Updated 2 years ago
- Multi-Hop Logical Reasoning in Knowledge Graphs☆308Mar 27, 2022Updated 4 years ago
- Relation-aware Graph Attention Networks for Global Entity Alignment☆22Mar 2, 2021Updated 5 years ago
- Text-Image Relationships (ACL 2019)☆22Sep 15, 2023Updated 2 years ago
- The entity linking system of KEG, Tsinghua☆15Aug 4, 2017Updated 8 years ago