An Open-Source Package for Neural Relation Extraction (NRE)
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Jan 10, 2024 - Python
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relation-extraction
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[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
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Jul 19, 2025 - Python
Nong Ye Zhi Shi Tu Pu (AgriKG):Nong Ye Ling Yu De Xin Xi Jian Suo ,Ming Ming Shi Ti Shi Bie ,Guan Xi Chou Qu ,Zhi Neng Wen Da ,Fu Zhu Jue Ce
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Feb 11, 2025 - Python
Gai Cang Ku Zhu Yao Ji Lu NLP Suan Fa Gong Cheng Shi Xiang Guan De Ding Hui Lun Wen Yan Du Bi Ji
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Aug 18, 2023 - C++
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT Zhong Wen Shi Ti Shi Bie Yu Guan Xi Ti Qu
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Feb 1, 2024 - Python
A collection of research on knowledge graphs
natural-language-processing information-retrieval paper survey knowledge-graph question-answering representation-learning cross-modal knowledge-graph-completion ner dialogue-systems reasoning relation-extraction commonsense temporal-knowledge-graph recommendation-systems meta-relational-learning
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Oct 7, 2022 - JavaScript
knowledge graphZhi Shi Tu Pu ,Cong Ling Kai Shi Gou Jian Zhi Shi Tu Pu
knowledge-graph named-entity-recognition question-answering knowledge-management relation-extraction
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Sep 18, 2023 - Python
An elegent pytorch implement of transformers
nlp text-classification transformers pytorch named-entity-recognition seq2seq llama bert relation-extraction belle bert4keras large-language-models llm bert4torch chatglm
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Mar 10, 2026 - Python
Entity and Relation Extraction Based on TensorFlow and BERT. Ji Yu TensorFlowHe BERTDe Guan Dao Shi Shi Ti Ji Guan Xi Chou Qu ,2019Yu Yan Yu Zhi Neng Ji Zhu Jing Sai Xin Xi Chou Qu Ren Wu Jie Jue Fang An . Schema based Knowledge Extraction, SKE 2019
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Jun 1, 2020 - Python
A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
nlp naacl machine-learning natural-language-processing awesome deep-learning paper acl trends emnlp aaai nips new-york-times relation-extraction distant-supervision relation-classification semeval-2010 state-of-the-art
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Jan 27, 2022
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
information-extraction named-entity-recognition event-detection event-extraction data-augmentation relation-extraction zero-shot-learning few-shot-learning knowledge-graph-construction event-arguments cross-domain-learning in-context-learning large-language-models
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Nov 18, 2024
Must-read papers on neural relation extraction (NRE)
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Nov 10, 2020 - TeX
Ji Yu PytorchHe torchtextDe Zi Ran Yu Yan Chu Li Shen Du Xue Xi Kuang Jia .
python nlp deep-learning text-classification word2vec pytorch chinese pos skip-gram cbow language-model cws dependency-parsing srl relation-extraction sentence-similarity hierarchical-softmax torchtext negative-sampling nature-language-process
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Dec 14, 2020 - Python
The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and slow)
nlp ai tool information-extraction knowledge-graph openai event-extraction ner zero-shot relation-extraction eventexecutor llm chatgpt chatgpt-app event-extraciton
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May 28, 2024 - Python
Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT
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Jul 30, 2020 - C++
[ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
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Sep 15, 2020 - Python
[NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812
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Jul 7, 2022 - Python
LLM-based ontological extraction tools, including SPIRES
nlp ai information-extraction named-entity-recognition language-models ner data-modeling relation-extraction monarchinitiative obofoundry gpt-3 linkml large-language-models llm oaklib chat-gpt
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Feb 5, 2026 - Jupyter Notebook
A curated list of awesome knowledge graph tutorials, projects and communities.
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Jan 24, 2023
Zhong Wen Shi Ti Guan Xi Chou Qu ,pytorch,bilstm+attention
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Nov 13, 2021 - Python
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