OpenCodePapers

text-classification-on-trec-6

ClassificationText Classification
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PaperCodeErrorModelNameReleaseDate
The Re-Label Method For Data-Centric Machine Learning✓ Link0.40Automatic Label Error Correction2023-02-09
Universal Sentence Encoder✓ Link1.93USE_T+CNN2018-03-29
Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation✓ Link2.60RoBERTa+DualCL2022-01-21
How to Fine-Tune BERT for Text Classification?✓ Link3.2BERT-ITPT-FiT2019-05-14
Universal Language Model Fine-tuning for Text Classification✓ Link3.6ULMFiT2018-01-18
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling✓ Link3.9LSTM-CNN2016-11-21
Translations as Additional Contexts for Sentence Classification✓ Link4CNN+MCFA2018-06-14
Discriminative Neural Sentence Modeling by Tree-Based Convolution4TBCNN2015-04-05
Learned in Translation: Contextualized Word Vectors✓ Link4.2CoVe2017-08-01
A C-LSTM Neural Network for Text Classification✓ Link5.4C-LSTM2015-11-27
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation✓ Link5.8VLAWE2019-02-23
Message Passing Attention Networks for Document Understanding✓ Link6.2MPAD-path2019-08-17
All-but-the-Top: Simple and Effective Postprocessing for Word Representations✓ Link7.0GRU-RNN-GLOVE2017-02-05
The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning✓ Link7.04STM+TSED+PT+2L2019-05-31
Investigating Capsule Networks with Dynamic Routing for Text Classification✓ Link7.2Capsule-B2018-03-29
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms✓ Link7.8SWEM-aver2018-05-24
DELTA: A DEep learning based Language Technology plAtform✓ Link7.8DELTA (CNN)2019-08-02
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors✓ Link9.6byte mLSTM72018-05-14
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation✓ Link9.96TM-Glove2021-04-14