aspect-sentiment-triplet-extraction

There are 4 repositories under aspect-sentiment-triplet-extraction topic.

• yangheng95 / PyABSA

  Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;

  aspect-based-sentiment-analysisaspect-term-extractionlcf-bertpytorchpyabsaadversarialregressionaspect-sentiment-triplet-extraction
  Language:Jupyter Notebook 895

• xuuuluuu / SemEval-Triplet-data

  Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.

  aspect-sentiment-triplet-extractionaspect-based-sentiment-analysisasteabsa
  155

• xuuuluuu / Position-Aware-Tagging-for-ASTE

  Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.

  aspect-based-sentiment-analysisaspect-sentiment-triplet-extractiontagging
  Language:Python 83

• l294265421 / ASOTE

  Aspect-Sentiment-Opinion Triplet Extraction (ASOTE)

  asoteaspect-based-sentiment-analysisaspect-opinion-pair-extractionaspect-sentiment-opinion-tripletaspect-sentiment-triplet-extractionastetowe
  Language:Python 71

• wireless911 / span-aste

  a sample pytorch Implementation of ACL 2021 research paper "Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction".

  span-asteaspect-sentiment-triplet-extractionsentiment-analysis
  Language:Python 36

• rajdeep345 / PASTE

  Codes and Datasets for our EMNLP 2021 (main conference) Long Paper titled "PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction"

  sentiment-analysisaspect-based-sentiment-analysisnlpnatural-language-processingaspect-sentiment-triplet-extraction
  Language:Python 16

• KomeijiForce / MetaIE

  This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.

  aspect-based-sentiment-analysisaspect-sentiment-triplet-extractionevent-extractioninformation-extractionmeta-learningnamed-entity-recognitionrelation-extractionsemantic-role-labelingsequence-labelingtransfer-learning
  Language:Python 9

• l294265421 / entire-space-aste

  A Better Choice: Entire-space Datasets for Aspect Sentiment Triplet Extraction

  absaaspectaspect-based-sentiment-analysisaspect-sentiment-triplet-extractionastesentiment-analysis
  Language:Jupyter Notebook 6

• Sampreeth-sarma / ABSA-Datasets-Info

  Has a list of all the publicly available datasets for Aspect-based Sentiment Analysis along with the matching subtasks for each.

  absaaspect-based-sentiment-analysisabsa-datasetstoweasqpasteatsaaspect-category-detectionaspect-category-sentiment-analysisaspect-sentiment-triplet-extractiontarget-detectiontasdaspect-sentiment-opinion-target-extractionaspect-sentiment-quadruple-predictionaspect-setiment-detectionaspect-term-sentiment-analysistarget-aspect-sentiment-joint-detectiontarget-sentiment-detection
  4

• xuuuluuu / Span-ASTE

  Code and model for the paper "Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction" ACL 2021.

  aspect-based-sentiment-analysisaspect-sentiment-triplet-extractionaste
  Language:Python 1