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ASTE-Data-V2

Introduced by Lu Xu et al. in Position-Aware Tagging for Aspect Sentiment Triplet Extraction6 Oct 2020 archive 2025-07-28

A benchmark dataset for the Aspect Sentiment Triplet Extraction, an updated version of ASTE-Data-V1.

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Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Aspect Sentiment Triplet Extraction ASTE-Data-V2 MiniConGTS F1 75.59 MiniConGTS: A Near Ultimate Minimalist Contrastive Grid... qiaosun22/MiniConGTS 11 Compare

Papers archive 2025-07-28

11 shown of 11 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 24. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction 1 1 17 Jun 2024 ran 0 of 1 samples (1 unverified)
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction 1 1 24 Oct 2023 not harvested
A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction 1 1 27 Apr 2022 not harvested
Nonautoregressive Encoder-Decoder Neural Framework for End-to-End Aspect-Based Sentiment Triplet Extraction 0 1 3 Dec 2021 not harvested
Aspect Sentiment Triplet Extraction Using Reinforcement Learning 1 1 13 Aug 2021 not harvested
Towards Generative Aspect-Based Sentiment Analysis 1 1 1 Aug 2021 not harvested
Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction 2 1 26 Jul 2021 not harvested
A Unified Generative Framework for Aspect-Based Sentiment Analysis 3 1 8 Jun 2021 not harvested
First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction 0 1 17 Feb 2021 not harvested
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction 3 1 9 Oct 2020 not harvested
Position-Aware Tagging for Aspect Sentiment Triplet Extraction 4 1 6 Oct 2020 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Aspect Sentiment Triplet Extraction

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Texts

Languages archive 2025-07-28

English

Variants archive 2025-07-28

  • ASTE-Data-V2

1 variant name, as the archive lists them.

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