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Datasets › MR

MR (MR Movie Reviews)

1 Jan 2004 archive 2025-07-28

MR Movie Reviews is a dataset for use in sentiment-analysis experiments. 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: http://www.cs.cornell.edu/people/pabo/movie-review-data/ Image Source: https://storage.googleapis.com/kaggle-competitions/kaggle/3810/media/treebank.png

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 3 leaderboards 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
Sentiment Analysis MR VLAWE Accuracy 93.3 Vector of Locally-Aggregated Word Embeddings (VLAWE): A... raduionescu/vlawe-boswe 19 Compare
Text Classification MR VLAWE Accuracy 93.3 Vector of Locally-Aggregated Word Embeddings (VLAWE): A... raduionescu/vlawe-boswe 10 Compare
Few-Shot Learning MR DART Acc 88.2(1.0) Differentiable Prompt Makes Pre-trained Language Models... zjunlp/DART +3 1 Compare

Papers archive 2025-07-28

22 shown of 22 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 28. 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
AnglE-optimized Text Embeddings 2 1 22 Sep 2023 not harvested
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets 1 7 30 Nov 2022 not harvested
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners 4 1 30 Aug 2021 ran 3 of 4 samples (1 unverified)
BertGCN: Transductive Text Classification by Combining GCN and BERT 1 1 12 May 2021 not harvested
Entailment as Few-Shot Learner 3 1 29 Apr 2021 ran 1 of 3 samples (2 unverified)
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation 6 1 14 Apr 2021 not harvested
Simple Spectral Graph Convolution 2 1 1 Jan 2021 not harvested
Graph Star Net for Generalized Multi-Task Learning 1 1 21 Jun 2019 ran 1 of 6 samples (5 unverified)
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 2 23 Feb 2019 not harvested
Simplifying Graph Convolutional Networks 7 2 19 Feb 2019 ran 3 of 8 samples (5 unverified)
Graph Convolutional Networks for Text Classification 9 1 15 Sep 2018 ran 6 of 16 samples (10 unverified; 6 pointer-only for licence)
A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification 0 1 13 Jul 2018 not harvested
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms 2 1 24 May 2018 not harvested
Improved Sentence Modeling using Suffix Bidirectional LSTM 0 1 18 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)
Sentence-State LSTM for Text Representation 2 1 7 May 2018 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
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
Sentiment Analysis by Capsules 1 1 1 Feb 2018 not harvested
Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm 7 1 1 Aug 2017 ran 1 of 1 samples (0 unverified)
All-but-the-Top: Simple and Effective Postprocessing for Word Representations 4 1 5 Feb 2017 ran 2 of 26 samples (24 unverified)

Dataset loaders archive 2025-07-28

huggingface.co/datasets/cornell-movie-review-data/rotten_tomatoeshuggingface/datasetstfpytorchjax
huggingface.co/datasets/rotten_tomatoeshuggingface/datasetstfpytorchjax

2 loaders as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Text ClassificationSentiment AnalysisFew-Shot Learning

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

  • MR
  • rotten_tomatoes

2 variant names, as the archive lists them.

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