[CCKS-IJCKG 2024] Official repository of "Zero-shot Knowledge Extraction"

[ACM MM 2025] Official repository of "REMOTE: A Unified Multimodal Relation Extraction Framework with Multilevel Optimal Transport and Mixture-of-Experts"

[EMNLP 2025 Main] Official repository of "MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition"

The Official Implementation of **TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization**

[CCKS 2025] Low resource Multimodal Entity Recognition on Military Domain

[NAACL-2024 Finidngs] The official implement of CLGSI

[AAAI-2025] The official Implement of MSE-Adapter

[TASLP 2024] Sequence Labeling as Non-autoregressive Dual-Query Set Generation

[ICLR 2025] CatVTON is a simple and efficient virtual try-on diffusion model with 1) Lightweight Network (899.06M parameters totally), 2) Parameter-Efficient Training (49.57M parameters trainable) …

Code for "Parallel Instance Query Network for Named Entity Recognition", accepted at ACL 2022.

[AAAI 2025] Code for the paper: "Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition"

[IEEE TMM 2025 & ACL 2024 Findings] LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition

[TPAMI 2026] ConsistentID : Portrait Generation with Multimodal Fine-Grained Identity Preserving

[EMNLP 2023 Findings] Prompting Chatgpt in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge

A collection of resources on multimodal knowledge graph, including datasets, papers and contests.

Code for the paper "DiffusionNER: Boundary Diffusion for Named Entity Recognition", accepted at ACL 2023.

Named Entity Recognition, Entity Linking, and more

awesome-multimodal-named-entity-recognition

Code for ACL 2023 paper "Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View"

Baselines for CCKS 2022 Task "Link Prediction for Multimodal Product Knowledge Graph"

A unified, comprehensive and efficient recommendation library

[CCKS2022 ] Multimodal Event Detection and Argument Extraction.

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer (IJCAI 2019)

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

Detection Model for Epileptiform EEG Data