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26 search results found

Knowledge Graphs ⭐ 1,610

A collection of research on knowledge graphs

Awesome Relation Extraction ⭐ 831

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

Nrepapers ⭐ 704

Must-read papers on neural relation extraction (NRE)

Promptkg ⭐ 561

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

Oie Resources ⭐ 435

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

Good Papers ⭐ 231

I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

Joint Relation Extraction with Hierarchical Reinforcement Learning

Open Ie Papers ⭐ 129

Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.

Adversarial Training for Neural Relation Extraction

Low Resource Kepapers ⭐ 93

A Paper List of Low-resource Information Extraction

AAAI20 "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"

Nrepapers2019 ⭐ 78

This repo will cover almost all the papers related to Neural Relation Extraction in ACL, EMNLP, COLING, NAACL, AAAI, IJCAI in 2019.

Generative_kg_construction_papers ⭐ 74

Repository for the EMNLP2022 paper "Generative Knowledge Graph Construction: A Review".

Openjere ⭐ 37

EMNLP2020 findings paper: Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction

Awesome Mner ⭐ 35

awesome-multimodal-named-entity-recognition

Relation Similarity ⭐ 32

codes accompanying ACL 2019 paper Quantifying the Similarity between Relations with Fact Distributions

Att Blstm Relation Extraction ⭐ 26

Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification.

Relationship Extraction ⭐ 26

Implementation Project for relation extraction in NLP using kernel based methods.

Source code and dataset for COLING2018 paper "Adversarial Multi-lingual Neural Relation Extraction".

Nrepapers2018 ⭐ 21

This repo covers almost all the papers (35) related to Neural Relation Extraction in ACL, EMNLP, COLING, NAACL, AAAI, IJCAI in 2018.

Groupmeeting ⭐ 18

Group Meeting Record for Baobao Chang Group in Peking University

Source code for EMNLP 2020 paper "Denoising Relation Extraction from Document-level Distant Supervision"

The source code of paper "SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction"

Awesome Deeplearning Nlp Papers ⭐ 13

A curated list of Deep learning and NLP must read papers

Joint Entity And Relation ⭐ 10

paper notes about joint extraction of entity and relation

Source code of the paper "Attention as Relation: Learning Supervised Multi-head Self-Attention for Relation Extraction, IJCAI 2020."

Chinese Relation Extraction ⭐ 7

Chinese rule based relation extraction

Cnn Relation Extraction ⭐ 7

Implementation of Relation Classification via Convolutional Deep Neural Network.

Walk Based Re ⭐ 7

Source code for the ACL 2018 paper: "A Walk-based model on Entity Graphs for Relation Extraction"

Awesome Nlp Re ⭐ 6

Neural Relation Extraction with attention-based models, course project for Stat NLP at NYU

Papers To Read ⭐ 6

NLP papers we should read

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