datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
absa-quad
上述数据集为ABSA(Aspect-Based Sentiment Analysis)领域数据集，基本形式为从句子中抽取：方面术语、方面类别(术语类别)、术语在上下文中情感极性以及针对该术语的观点词，不同数据集抽取不同的信息，这点在jsonl文件的“instruction”键中有分别提到，在此我将其改造为了生成任务，需要模型按照一定格式生成抽取结果。
以acos数据集中抽取的jsonl文件一条数据举例：
{
"task_type": "generation",
"dataset": "acos",
"input": ["the computer has difficulty switching between tablet and computer ."],
"output": "[['computer', 'laptop usability', 'negative', 'difficulty']]",
"situation": "none",
"label": "",
"extra": ""… See the full description on the dataset page: https://huggingface.co/datasets/NEUDM/absa-quad.ABSA-alpaca-SemEval2014Task4AbSanitas
Dataset Card for AbSanitas
Dataset summary
AbSanitas is a Spanish biomedical information retrieval dataset built from biomedical texts collected from official academic repositories and open-access sources.
This dataset is designed to support the training and evaluation of encoder models on biomedical retrieval and semantic matching tasks in Spanish.
Curated by: Barcelona Supercomputing Center (BSC)
Funded by: ALIA
Language(s) (NLP): Spanish (es)
License: CC BY-NC-ND 4.0… See the full description on the dataset page: https://huggingface.co/datasets/BSC-LT/AbSanitas.fewshot-absaquad
原始数据集
数据链接
Paper: Aspect Sentiment Quad Prediction as Paraphrase Generation
说明：原始数据集由Rest15和Rest16两个文件夹的数据组成，本次改造我将两个数据集的数据合并并区分为train、validation与test
此資料集由NEUDM提供，並改變資料樣態 https://huggingface.co/datasets/NEUDM/absa-quad/edit/main/README.md
absa-tr
ABSA-TR
A Turkish aspect-based sentiment dataset with 16,031 real user-review sentences and 24,439 aspect annotations from e-commerce, supplements, and movie domains.
Data
Split
Sentences
Aspects
Implicit aspects
Train
11,993
17,423
3,995
Validation
688
1,218
179
Test
3,350
5,798
804
Each row contains pool_id, domain, text, aspects, and flags. Each aspect has a verbatim span, a normalized aspect, a polarity of positive, negative, or neutral… See the full description on the dataset page: https://huggingface.co/datasets/ytu-ce-cosmos/absa-tr.ru-absa-restaurant-reviewsturkish-absa
Turkish ABSA Dataset
This repository contains a dataset created for training and evaluating an Aspect-Based Sentiment Analysis (ABSA) model in the Turkish language. The dataset includes sentences with various entities and sentiments.
About the Dataset
The dataset consists of sentences taken from customer feedback and includes tags related to the entities and sentiments mentioned in these sentences. Each review indicates which entity it is related to and the sentiment… See the full description on the dataset page: https://huggingface.co/datasets/STNM-NLPhoenix/turkish-absa.absa-dataset
TRABL: Travel-Domain Aspect-Based Sentiment Analysis Dataset
This repository contains the TRABL dataset, released in support of our paper accepted to The ACM Web Conference 2026 (WWW 2026):
TRABL: A Unified Framework for Travel Domain Aspect-Based Sentiment Analysis Applications of Large Language Models
The dataset is designed to support research on Aspect-Based Sentiment Analysis (ABSA) in the travel domain, with a particular focus on joint extraction of structured sentiment… See the full description on the dataset page: https://huggingface.co/datasets/Booking-com/absa-dataset.ABSA-alpaca-SemEval2014Task4TW-ABSA-SplitTW-ABSAabsa-annotationsTW-ABSA-2