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distant-supervision

Here are 37 public repositories matching this topic...

roomylee / awesome-relation-extraction

📖 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

Updated Jan 27, 2022

NorskRegnesentral / skweak

skweak: A software toolkit for weak supervision applied to NLP tasks

python data-science natural-language-processing weak-supervision spacy nlp-library nlp-machine-learning distant-supervision training-data

Updated Aug 15, 2022
Python

shangjingbo1226 / AutoNER

Learning Named Entity Tagger from Domain-Specific Dictionary

data-driven dictionary named-entity-recognition ner sequence-labeling distant-supervision domain-specific

Updated Oct 5, 2019
ChucK

malllabiisc / RESIDE

EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

natural-language-processing deep-learning graph-convolutional-networks relation-extraction distant-supervision neural-relation-extraction

Updated Jun 21, 2022
CSS

cliang1453 / BOND

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

nlp natural-language-processing weak-supervision dataset named-entity-recognition self-training ner bert pre-trained weakly-supervised-learning distant-supervision weakly-supervised fine-tuning roberta open-domain

Updated Jun 2, 2021
Python

may- / cnn-re-tf

Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow

tensorflow wikidata cnn relation-extraction distant-supervision

Updated Jun 2, 2017
Jupyter Notebook

ZhixiuYe / Intra-Bag-and-Inter-Bag-Attentions

Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

nlp pytorch deeplearning relation-extraction distant-supervision

Updated Jul 20, 2021
Python

amzn / amazon-weak-ner-needle

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

weak-supervision ner biomedical bert weakly-supervised-learning distant-supervision biomedical-named-entity-recognition

Updated Aug 5, 2021
Python

DFKI-NLP / DISTRE

[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

nlp machine-learning information-extraction transformer relation-extraction distant-supervision multi-task-learning

Updated Oct 1, 2021
Python

yumeng5 / RoSTER

[EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

named-entity-recognition self-training ner language-model weakly-supervised-learning distant-supervision noise-robust

Updated Nov 12, 2021
Python

INK-USC / shifted-label-distribution

Source code for paper "Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction" (EMNLP 2019)

natural-language-processing pytorch information-extraction relation-extraction distant-supervision

Updated Oct 29, 2019
C++

allenai / comb_dist_direct_relex

Combining Distant and Direct Supervision for Neural Relation Extraction

nlp pytorch relation-extraction distant-supervision allennlp

Updated Sep 15, 2019
Python

DespinaChristou / REDSandT

Improving Distantly-Supervised Relation Extraction through BERT-based Label & Instance Embeddings

nlp machine-learning transformers information-extraction dataset relation-extraction distant-supervision relation-embeddings

Updated May 10, 2021
Python

bflashcp3f / PCNN-NMAR

PyTorch implementation of the PCNN-NMAR model for minimally supervised Relation Extraction.

nlp information-extraction relation-extraction distant-supervision

Updated Feb 9, 2020
Python

onehaitao / distant-supervised-relation-extraction

Implementation of Neural Relation Extraction with Selective Attention over Instances.

relation-extraction distant-supervision nyt-corpus

Updated Aug 24, 2021
Python

passing2961 / KMRE

Korean Moview Review Emotion (KMRE) Dataset

nlp annotation emotion korean korean-text-processing korean-nlp distant-supervision large-scale-dataset nsmc emotion-annotations korean-emotion

Updated Sep 7, 2020

suamin / RelationalBagBERT

A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction (BioNLP @ ACL 2020)

medline bert relation-extraction bionlp distant-supervision noisy-data multiple-instance-learning biobert umls-metathesaurus

Updated Apr 9, 2022
Python

leebird / bionlp17

Noise Reduction Methods for Distantly Supervised Biomedical Relation Extraction

text-mining relation-extraction bionlp distant-supervision

Updated Oct 25, 2017
Python

acl2021-factual-error-correction

j6mes / acl2021-factual-error-correction

ACL 2021

natural-language-processing deep-learning natural-language-generation natural-language-understanding distant-supervision

Updated May 24, 2022
Python

WHUNLPLab / FAST-NER

Code and dataset for IJCNN2019 paper 'Dilated Convolutional Networks Incorporating Soft Entity Type Constraints for Distant Supervised Relation Extraction'

pytorch relation-extraction distant-supervision

Updated Mar 28, 2019
Python

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