ZUCC-AI / UMIE
Code and model for AAAI 2024: UMIE: Unified Multimodal Information Extraction with Instruction Tuning
☆29Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for UMIE
- [NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extrac…☆98Updated last year
- Resource and Code for ICME 2021 paper "MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social…☆50Updated 3 years ago
- A Few-Shot Learning based Approach to Multimodal Social Relation Extraction☆13Updated last year
- Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance☆65Updated last month
- Official implementation of our LREC-COLING 2024 paper "Generative Multimodal Entity Linking".☆32Updated 7 months ago
- ☆17Updated 7 months ago
- Source code of paper:"Prompt Me Up: Unleashing the Power of Alignments for Multimodal Entity and Relation Extraction".☆15Updated last year
- ☆24Updated last year
- This is code for Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network and Word-pair Relation Taggin…☆52Updated 8 months ago
- Code for ACL 2023 paper "Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View"☆12Updated 10 months ago
- [ACL 2024 Findings] LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition☆25Updated 2 months ago
- [EMNLP 2023 Findings] Prompting Chatgpt in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge☆20Updated 2 weeks ago
- RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER☆71Updated last year
- ☆33Updated last year
- ☆28Updated 11 months ago
- Code for ACM MM 2021 Paper "Multimodal Relation Extraction with Efficient Graph Alignment".☆90Updated 2 years ago
- ☆14Updated 3 years ago
- awesome-multimodal-named-entity-recognition☆55Updated last year
- [ACMMM 2022] Learning from Different text-image Pairs: A Relation-enhanced Graph Convolutional Network for Multimodal NER☆14Updated last year
- Code for IEEE Trans. on Multimedia (TMM) paper "Object-aware Multimodal Named Entity Recognition in Social Media Posts with Adversarial L…☆16Updated 3 years ago
- [KDD 2023] Multi-Grained Multimodal Interaction Network for Entity Linking☆18Updated last year
- Cross-media Structured Common Space for Multimedia Event Extraction (ACL2020)☆69Updated last year
- This is the github repository for the paper at NAACL 2024: Self-Improving for Zero-Shot Named Entity Recognition with Large Language Mode…☆34Updated 8 months ago
- [Findings of ACL'2023] Improving Contrastive Learning of Sentence Embeddings from AI Feedback☆38Updated last year
- ☆18Updated 5 months ago
- ACL'2023: Few-shot Event Detection: An Empirical Study and a Unified View☆11Updated 8 months ago
- Preprocessed Datasets for our Multimodal NER paper☆113Updated last year
- ☆26Updated 2 years ago
- Code and data for NAACL 2022 paper Few-Shot Document-Level Relation Extraction☆26Updated 2 years ago
- ☆101Updated 2 years ago