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text-classification-on-trec-6
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Text Classification
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ModelName
ReleaseDate
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The Re-Label Method For Data-Centric Machine Learning
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0.40
Automatic Label Error Correction
2023-02-09
Universal Sentence Encoder
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1.93
USE_T+CNN
2018-03-29
Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation
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2.60
RoBERTa+DualCL
2022-01-21
How to Fine-Tune BERT for Text Classification?
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3.2
BERT-ITPT-FiT
2019-05-14
Universal Language Model Fine-tuning for Text Classification
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3.6
ULMFiT
2018-01-18
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling
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3.9
LSTM-CNN
2016-11-21
Translations as Additional Contexts for Sentence Classification
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4
CNN+MCFA
2018-06-14
Discriminative Neural Sentence Modeling by Tree-Based Convolution
4
TBCNN
2015-04-05
Learned in Translation: Contextualized Word Vectors
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4.2
CoVe
2017-08-01
A C-LSTM Neural Network for Text Classification
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5.4
C-LSTM
2015-11-27
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation
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5.8
VLAWE
2019-02-23
Message Passing Attention Networks for Document Understanding
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6.2
MPAD-path
2019-08-17
All-but-the-Top: Simple and Effective Postprocessing for Word Representations
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7.0
GRU-RNN-GLOVE
2017-02-05
The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning
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7.04
STM+TSED+PT+2L
2019-05-31
Investigating Capsule Networks with Dynamic Routing for Text Classification
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7.2
Capsule-B
2018-03-29
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
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7.8
SWEM-aver
2018-05-24
DELTA: A DEep learning based Language Technology plAtform
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7.8
DELTA (CNN)
2019-08-02
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors
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9.6
byte mLSTM7
2018-05-14
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation
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9.96
TM-Glove
2021-04-14