OpenCodePapers

subjectivity-analysis-on-subj

Subjectivity Analysis
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PaperCodeAccuracyModelNameReleaseDate
Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation✓ Link97.34RoBERTa+DualCL2022-01-21
An Empirical Evaluation of Word Embedding Models for Subjectivity Analysis Tasks✓ Link97.30BERT-Base + CLR + LSTM2021-04-06
Entailment as Few-Shot Learner✓ Link97.1RoBERTa-large 355M + Entailment as Few-shot Learner2021-04-29
An Empirical Evaluation of Word Embedding Models for Subjectivity Analysis Tasks✓ Link96.60BERT-Base + LSTM2021-04-06
Self-Adaptive Hierarchical Sentence Model✓ Link95.50AdaSent2015-04-20
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation✓ Link95.0VLAWE2019-02-23
Translations as Additional Contexts for Sentence Classification✓ Link94.80CNN+MCFA2018-06-14
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors✓ Link94.7byte mLSTM72018-05-14
Learning to Generate Reviews and Discovering Sentiment✓ Link94.60Byte mLSTM2017-04-05
Universal Sentence Encoder✓ Link93.90USE2018-03-29
Investigating Capsule Networks with Dynamic Routing for Text Classification✓ Link93.8Capsule-B 2018-03-29
[]()93.60Fast Dropout
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms✓ Link93SWEM-concat2018-05-24
The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning✓ Link92.34STM+TSED+PT+2L2019-05-31
All-but-the-Top: Simple and Effective Postprocessing for Word Representations✓ Link91.85GRU-RNN-GLOVE2017-02-05
CAPO: Cost-Aware Prompt Optimization✓ Link91.6Llama-3.3-70B + CAPO2025-04-22
CAPO: Cost-Aware Prompt Optimization✓ Link91Qwen2.5-32B + CAPO2025-04-22
Learning Distributed Representations of Sentences from Unlabelled Data✓ Link90.8SDAE2016-02-10
CAPO: Cost-Aware Prompt Optimization✓ Link81.67Mistral-Small-24B + CAPO2025-04-22
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