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134

1.2k

unknown

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

acl nlp aaai nips emnlp naacl paper trends awesome semeval-2010 deep-learning new-york-times machine-learning state-of-the-art distant-supervision relation-extraction relation-classification natural-language-processing

Created 2018-03-24

67 commits to master branch, last one 2 years ago

R-BERT monologg

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340

apache-2.0

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Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

bert pytorch relation relation-bert relation-extraction relation-classification bert-relation-extraction

Created 2019-11-10

49 commits to master branch, last one 3 years ago

pytorch-acnn-model dgai91

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177

unknown

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code of Relation Classification via Multi-Level Attention CNNs

nlp acnn pytorch attention-model relation-extraction relation-classification

Created 2017-09-13

38 commits to master branch, last one about a year ago

TorchBlocks lonePatient

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150

mit

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A PyTorch-based toolkit for natural language processing

nlp bert pytorch advertising transformers triplet-loss siamese-network text-similarity text-classification relation-classification named-entity-recognition multilabel-classification

Created 2020-06-21

59 commits to master branch, last one about a year ago

ChatGPT_for_IE pkuserc

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133

apache-2.0

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Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

chatgpt evaluation calibration performance faithfulness entity-typing explainability event-detection event-extraction relation-extraction large-language-models information-extraction relation-classification named-entity-recognition

Created 2023-04-23

141 commits to main branch, last one 6 months ago

Evaluation-of-ChatGPT-on-Information-Extraction FreedomIntelligence

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114

unknown

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An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).

chatgpt evaluation robustness error-types performance event-detection event-extraction sentiment-analysis evaluation-criteria relation-extraction information-extraction relation-classification named-entity-recognition

Created 2023-02-23

29 commits to main branch, last one 4 months ago

pytorch-ie ArneBinder

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mit

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PyTorch-IE: State-of-the-art Information Extraction in PyTorch

pytorch datasets transformers pytorch-lightning relation-extraction information-extraction relation-classification named-entity-recognition

Created 2022-01-01

321 commits to main branch, last one a day ago