Sentence Compression
Sentence Compression is the task of reducing the length of text by removing non-essential content while preserving important facts and grammaticality.
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SLAHAN (LSTM+syntactic-information) | F1 | 0.86 | — | Unverified |
| 2 | BiRNN + LM Evaluator | F1 | 0.85 | — | Unverified |
| 3 | Higher-Order Syntactic Attention Network | F1 | 0.84 | — | Unverified |
| 4 | LSTM | F1 | 0.82 | — | Unverified |
| 5 | LSTMs + eye-movement | F1 | 0.81 | — | Unverified |
| 6 | BiLSTM | F1 | 0.8 | — | Unverified |