distant-supervision

There are 10 repositories under distant-supervision 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).

  awesomerelation-extractionrelation-classificationdistant-supervisiondeep-learningnatural-language-processingnlppapermachine-learningsemeval-2010new-york-timesstate-of-the-artaclemnlpnaaclaaainipstrends
  1167

• NorskRegnesentral / skweak

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

  weak-supervisionnlp-machine-learningdistant-supervisionnlp-libraryspacypythondata-sciencetraining-datanatural-language-processing
  Language:Python 911

• shangjingbo1226 / AutoNER

  Learning Named Entity Tagger from Domain-Specific Dictionary

  nernamed-entity-recognitiondistant-supervisiondictionarydomain-specificdata-drivensequence-labeling
  Language:ChucK 482

• cliang1453 / BOND

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

  nernamed-entity-recognitiondistant-supervisionrobertaopen-domainself-trainingweakly-supervised-learningweak-supervisionweakly-supervisedbertpre-trainedfine-tuningnatural-language-processingnlpdataset
  Language:Python 289

• malllabiisc / RESIDE

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

  relation-extractiondeep-learninggraph-convolutional-networksnatural-language-processingdistant-supervisionneural-relation-extraction
  Language:CSS 247

• may- / cnn-re-tf

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

  cnntensorflowdistant-supervisionrelation-extractionwikidata
  Language:Jupyter Notebook 190

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

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

  nlprelation-extractiondeeplearningpytorchdistant-supervision
  Language:Python 113

• amzn / amazon-weak-ner-needle

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

  bertnerbiomedicalbiomedical-named-entity-recognitionweakly-supervised-learningweak-supervisiondistant-supervision
  Language:Python 99

• DFKI-NLP / DISTRE

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

  relation-extractiontransformermulti-task-learningnlpmachine-learninginformation-extractiondistant-supervision
  Language:Python 85

• yumeng5 / RoSTER

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

  named-entity-recognitionnerlanguage-modelnoise-robustself-trainingdistant-supervisionweakly-supervised-learning
  Language:Python 64

• INK-USC / shifted-label-distribution

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

  relation-extractiondistant-supervisioninformation-extractionnatural-language-processingpytorch
  Language:C++ 39

• allenai / comb_dist_direct_relex

  Combining Distant and Direct Supervision for Neural Relation Extraction

  nlprelation-extractionallennlppytorchdistant-supervision
  Language:Python 31
• acl2021-factual-error-correction

  j6mes / acl2021-factual-error-correction

  ACL 2021

  deep-learningnatural-language-processingnatural-language-understandingnatural-language-generationdistant-supervision
  Language:Python 25

• bflashcp3f / PCNN-NMAR

  NAACL 2019 "Structured Minimally Supervised Learning for Neural Relation Extraction"

  relation-extractionnlpinformation-extractiondistant-supervision
  Language:Python 22

• DespinaChristou / REDSandT

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

  relation-extractiondistant-supervisiontransformersrelation-embeddingsdatasetnlpmachine-learninginformation-extraction
  Language:Python 22

• passing2961 / KMRE

  Korean Moview Review Emotion (KMRE) Dataset

  koreankorean-nlpemotionemotion-annotationskorean-text-processingkorean-emotionlarge-scale-datasetannotationnsmcnlpdistant-supervision
  20

• suamin / MIL-RBERT

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

  bertbiobertumls-metathesaurusmedlinemultiple-instance-learningdistant-supervisionnoisy-datarelation-extractionbionlp
  Language:Python 19

• onehaitao / distant-supervised-relation-extraction

  Implementation of Neural Relation Extraction with Selective Attention over Instances.

  relation-extractiondistant-supervisionnyt-corpus
  Language:Python 18

• dair-iitd / DSRE

  Resources for the paper "PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction"

  distant-supervisionmultilingualityrelation-extraction
  Language:Python 13

• THU-ESIS / Satellite-Instrument-NER

  Earth observations, especially satellite data, have produced a wealth of methods and results in meeting global challenges, often presented in unstructured texts such as papers or reports. Accurate extraction of satellite and instrument entities from these unstructured texts can help to link and reuse Earth observation resources.

  nlpnatural-language-processingsatelliteinstrumentnamed-entity-recognitionself-trainingnerbertearth-observationpre-traineddistant-supervisionfine-tuningroberta
  12

• leebird / bionlp17

  Noise Reduction Methods for Distantly Supervised Biomedical Relation Extraction

  bionlptext-miningdistant-supervisionrelation-extraction
  Language:Python 10

• WHUNLPLab / FAST-NER

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

  relation-extractiondistant-supervisionpytorch
  Language:Python 8

• yul091 / DENRL

  Distantly-Supervised Joint Entity and Relation Extraction with Noise-Robust Learning

  distant-supervisioninformation-extractionnatural-language-processing
  Language:Python 8

• bigai-nlco / DocGNRE

  [EMNLP 2023] Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models

  chatgptdistant-supervisiondocument-relation-extractionemnlp2023llms
  Language:Python 7

• YangLinyi / Distant-Supervision

  Code for AICS paper: "Multi-level Attention-Based Neural Networks for Distant Supervised Relation Extraction"

  tensorflowdistant-supervision
  Language:Python 7

• lorenzoranucci / sentimantic

  Linked Data Knowledge Base Population (KBP) framework built on top of Snorkel. The default configuration uses Wikipedia as text corpus and DBpedia as target.

  information-extractionknowledge-base-populationknowledge-base-constructionlinked-data-quality-assessmentlinked-datadistant-supervisionweak-supervisionweakly-supervised-learningdockerwikipedia-scraperrelation-extractionnatural-language-processingnlp
  Language:Python 5

• yul091 / UnBED

  Codebase for the ACL 2023 paper: "Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data"

  distant-supervisioninformation-extractionmachine-learningnatural-language-processing
  Language:Python 5

• cmry / simple-queries

  Repository for the experiments and dataset described in "Simple Queries as Distant Labels for Predicting Gender on Twitter" presented at W-NUT 2017.

  machine-learninggenderpredictiontwitterdatasetcorpustext-miningauthorprofilingdistant-supervision
  Language:Python 2

• lasigeBioTM / PGR-crowd

  A hybrid approach toward biomedical relation extraction training corpora: combining distant supervision with crowdsourcing

  biomedical-text-miningcrowdsourcingdatasetsdistant-supervisionrelation-extractiontext-mining
  Language:Python 2

• WHUNLPLab / FAST-NRE-tf

  A template for neural relation extraction

  relation-extractiondistant-supervisiontensorflow
  Language:Python 2

• anjani-dhrangadhariya / distant-cto

  picoclinical-datanamed-entity-recognitiondistant-supervisiondynamic-programmingclinicaltrialsinformation-extractionnatural-language-processingsemi-supervised-learningstring-matchingtext-mining
  Language:Jupyter Notebook 1

• ErxinYu / PaperReadingList

  knowledge-graphpapersentity-linkingdistant-supervision
  1

• LucasPages / dataner_creation

  Creation of a NER-annotated corpus using Wikipedia and WikiData.

  distant-supervisionnerwikidatawikipedia
  Language:Python 1

• nicolay-r / RuAttitudes

  Dataset as a part of RANLP'2019 paper "Distant Supervision for Sentiment Attitude Extraction"

  datasetdistant-supervisionattitude-determinationrelation-extraction
  Language:Python 1

• osainz59 / BioPMDS

  Distantly Supervised corpus for pedagogically motivated relation extraction in Biology domain.

  relation-extractiondistant-supervisionautomatic-annotationsemi-supervised-learningbiologypedagogy
  1

• tm4roon / jawikinews-headline-dataset

  A parallel corpus of article-headline pairs obtained from Japanese Wikinews.

  datasetdistant-supervisionheadline-generationnatural-language-processingparallel-corpussummarization
  Language:Jupyter Notebook 1