SUBJ (Subjectivity dataset)

archive 2025-07-28

Available are collections of movie-review documents labeled with respect to their overall sentiment polarity (positive or negative) or subjective rating (e.g., "two and a half stars") and sentences labeled with respect to their subjectivity status (subjective or objective) or polarity.

Source: SUBJ

Homepage Benchmarks Papers JSON

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)	Paper	Code
Subjectivity Analysis	SUBJ	RoBERTa+DualCL Accuracy 97.34	Dual Contrastive Learning: Text Classification via...	hiyouga/dual-contrastive-learning +1	19	Compare

Papers archive 2025-07-28

15 shown of 15 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 20. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

			Date	Samples run Syntology
CAPO: Cost-Aware Prompt Optimization	2	3	22 Apr 2025	not harvested
Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation	2	1	21 Jan 2022	not harvested
Entailment as Few-Shot Learner	3	1	29 Apr 2021	ran 1 of 3 samples (2 unverified)
An Empirical Evaluation of Word Embedding Models for Subjectivity Analysis Tasks	1	2	6 Apr 2021	not harvested
The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning	1	1	31 May 2019	not harvested
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation	1	1	23 Feb 2019	not harvested
Translations as Additional Contexts for Sentence Classification	1	1	14 Jun 2018	not harvested
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms	2	1	24 May 2018	not harvested
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors	1	1	14 May 2018	ran 2 of 3 samples (1 unverified)
Universal Sentence Encoder	24	1	29 Mar 2018	ran 1 of 22 samples (21 unverified; 1 pointer-only for licence)
Investigating Capsule Networks with Dynamic Routing for Text Classification	4	1	29 Mar 2018	not harvested
Learning to Generate Reviews and Discovering Sentiment	2	1	5 Apr 2017	ran 0 of 1 samples (1 unverified)
All-but-the-Top: Simple and Effective Postprocessing for Word Representations	4	1	5 Feb 2017	ran 2 of 26 samples (24 unverified)
Learning Distributed Representations of Sentences from Unlabelled Data	1	1	10 Feb 2016	not harvested
Self-Adaptive Hierarchical Sentence Model	1	1	20 Apr 2015	not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Subjectivity Analysis

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

No language tagged.

Variants archive 2025-07-28

SUBJ

1 variant name, as the archive lists them.

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