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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农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策
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Feb 11, 2025 - Python
[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
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
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Aug 18, 2023 - C++
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
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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 graph知识图谱,从零开始构建知识图谱
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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Oct 13, 2025 - Python
Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取,2019语言与智能技术竞赛信息抽取任务解决方案。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
Must-read papers on neural relation extraction (NRE)
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Nov 10, 2020 - TeX
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
基于Pytorch和torchtext的自然语言处理深度学习框架。
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++
[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
[ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
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Sep 15, 2020 - Python
A curated list of awesome knowledge graph tutorials, projects and communities.
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Jan 24, 2023
中文实体关系抽取,pytorch,bilstm+attention
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Nov 13, 2021 - 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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Sep 26, 2025 - Jupyter Notebook
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