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Aspect Category Detection datasets

archive 2025-07-28

5 datasets carry the task tag "Aspect Category Detection" (the task itself: Aspect Category Detection), ordered by the archive's paper count. Page 1 of 1: 5 shown of 5. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Aspect Category Detection 5

Aspect Category Detection datasets 1–5 of 5

SemEval-2014 Task-4
Sentiment analysis is increasingly viewed as a vital task both from an academic and a commercial standpoint.
Aspect-Based Sentiment Analysis (ABSA)Aspect ExtractionAspect Category DetectionAspect-Based Sentiment AnalysisAspect-oriented Opinion Extraction
107 papers · 4 benchmarks
AWARE (AWARE: Aspect-Based Sentiment Analysis Dataset of Apps Reviews for Requirements Elicitation)
The peer-reviewed paper of AWARE dataset is published in ASEW 2021, and can be accessed through: http://doi.org/10.1109/ASEW52652.2021.00049.
TextsSentiment AnalysisAspect-Based Sentiment Analysis (ABSA)Term ExtractionAspect Category DetectionAspect Term Extraction and Sentiment ClassificationAspect Category Polarity
2 papers · 3 benchmarks
Casino Reviews (Online reviews of North American Casinos from Google Reviews)
This dataset contain online reviews gathered from google reviews written by north american casino users.
TextsAspect ExtractionAspect Category DetectionAspect-oriented Opinion ExtractionAspect Term Extraction and Sentiment ClassificationAspect Category Polarity
1 paper · 0 benchmarks
FABSA (An aspect-based sentiment analysis dataset of Customer Feedback reviews)
FABSA, An aspect-based sentiment analysis dataset in the Customer Feedback space (Trustpilot, Google Play and Apple Store reviews).
TextsAspect-Based Sentiment Analysis (ABSA)Aspect Category DetectionAspect-Based Sentiment AnalysisAspect Category PolarityAspect Category Sentiment AnalysisHidden Aspect Detection+1 tasks
1 paper · 2 benchmarks
ROAST (Review level Opinion Aspect Sentiment Target Joint Detection for ABSA)
This repository has a review-level multidomain multilingual dataset for Aspect-based Sentiment Analysis(ABSA) for the paper ROAST: Review-level Opinion Aspect Sentiment Target Joint Detection.
TextsSentiment AnalysisAspect-Based Sentiment Analysis (ABSA)Aspect ExtractionAspect Category Detection
1 paper · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.