SUBJ

Subjectivity dataset

Dataset Information
Modalities
Texts
License
Unknown
Homepage

Overview

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

Variants: SUBJ

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Subjectivity Analysis Llama-3.3-70B + CAPO CAPO: Cost-Aware Prompt Optimization 2025-04-22
Subjectivity Analysis Mistral-Small-24B + CAPO CAPO: Cost-Aware Prompt Optimization 2025-04-22
Subjectivity Analysis Qwen2.5-32B + CAPO CAPO: Cost-Aware Prompt Optimization 2025-04-22
Subjectivity Analysis RoBERTa+DualCL Dual Contrastive Learning: Text Classification … 2022-01-21
Subjectivity Analysis RoBERTa-large 355M + Entailment as Few-shot Learner Entailment as Few-Shot Learner 2021-04-29
Subjectivity Analysis STM+TSED+PT+2L The Pupil Has Become the … 2019-05-31
Subjectivity Analysis VLAWE Vector of Locally-Aggregated Word Embeddings … 2019-02-23
Subjectivity Analysis CNN+MCFA Translations as Additional Contexts for … 2018-06-14
Subjectivity Analysis SWEM-concat Baseline Needs More Love: On … 2018-05-24
Subjectivity Analysis byte mLSTM7 A La Carte Embedding: Cheap … 2018-05-14
Subjectivity Analysis Capsule-B Investigating Capsule Networks with Dynamic … 2018-03-29
Subjectivity Analysis USE Universal Sentence Encoder 2018-03-29
Subjectivity Analysis Byte mLSTM Learning to Generate Reviews and … 2017-04-05
Subjectivity Analysis GRU-RNN-GLOVE All-but-the-Top: Simple and Effective Postprocessing … 2017-02-05
Subjectivity Analysis SDAE Learning Distributed Representations of Sentences … 2016-02-10
Subjectivity Analysis AdaSent Self-Adaptive Hierarchical Sentence Model 2015-04-20

Research Papers

Recent papers with results on this dataset: