C-LSTM

Reported on 4 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing3 results

Sentiment AnalysisonSST-5 Fine-grained classification
Accuracy· 2015-11-27
49.2
best: 62.27 (Llama-3.3-70B + CAPO)
A C-LSTM Neural Network for Text Classification arXiv:1511.08630
Sentiment AnalysisonSST-2 Binary classification
Accuracy· 2015-11-27
87.8
best: 97.5 (T5-11B)
A C-LSTM Neural Network for Text Classification arXiv:1511.08630
Text ClassificationonTREC-6
Error· 2015-11-27
5.4
best: 0.4 (Automatic Label Error Correction)
A C-LSTM Neural Network for Text Classification arXiv:1511.08630

Methodology1 result

ClassificationonTREC-6
Error· 2015-11-27
5.4
best: 0.4 (Automatic Label Error Correction)
A C-LSTM Neural Network for Text Classification arXiv:1511.08630