zjunlp / DeepKE Star 3k Code Issues Pull requests [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction nlp deep-learning prompt pytorch information-extraction knowledge-graph named-entity-recognition chinese ner multi-modal kg relation-extraction lightner few-shot low-resource document-level attribute-extraction knowprompt deepke instructie Updated May 14, 2024 Python
zjunlp / KnowPrompt Star 191 Code Issues Pull requests [WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction text-classification prompt pytorch dataset semeval relation-extraction re few-shot-learning tacred prompt-learning prompt-tuning dialogre knowprompt knowledge-informed-prompt-learning Updated Jun 20, 2023 Python
zjunlp / LREBench Star 32 Code Issues Pull requests [EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study benchmark prompt efficient information-extraction dataset knowledge-graph self-training chinese emnlp data-augmentation kg relation-extraction data-augumentation long-tail re few-shot low-resource knowprompt lrebench Updated Feb 23, 2024 Python