paper-with-me

Sentence Compression 벤치마크

Sentence Compression on Google Dataset

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F1

0.8 0.8137 0.8275 0.8413 0.855 2015-09 2026-09 LSTM — 0.82 (2015-09-01) LSTM — 0.82 (2015-09-01) LSTM — 0.82 (2015-09-01) LSTM — 0.82 (2015-09-01) LSTMs + eye-movement — 0.81 (2016-04-12) LSTMs + eye-movement — 0.81 (2016-04-12) LSTMs + eye-movement — 0.81 (2016-04-12) LSTMs + eye-movement — 0.81 (2016-04-12) BiLSTM — 0.8 (2017-07-01) BiLSTM — 0.8 (2017-07-01) BiLSTM — 0.8 (2017-07-01) BiLSTM — 0.8 (2017-07-01) Higher-Order Syntactic Attention Network — 0.835 (2018-06-01) Higher-Order Syntactic Attention Network — 0.835 (2018-06-01) Higher-Order Syntactic Attention Network — 0.835 (2018-06-01) Higher-Order Syntactic Attention Network — 0.835 (2018-06-01) BiRNN + LM Evaluator — 0.851 (2018-07-01) BiRNN + LM Evaluator — 0.851 (2018-07-01) BiRNN + LM Evaluator — 0.851 (2018-07-01) BiRNN + LM Evaluator — 0.851 (2018-07-01) SLAHAN (LSTM+syntactic-information) — 0.855 (2020-02-04) SLAHAN (LSTM+syntactic-information) — 0.855 (2020-02-04) SLAHAN (LSTM+syntactic-information) — 0.855 (2020-02-04) SLAHAN (LSTM+syntactic-information) — 0.855 (2020-02-04) LSTM — 0.82 (2015-09-01) Higher-Order Syntactic Attention Network — 0.835 (2018-06-01) BiRNN + LM Evaluator — 0.851 (2018-07-01) SLAHAN (LSTM+syntactic-information) — 0.855 (2020-02-04)
RankModel F1CR PaperCodeYear
1 SLAHAN (LSTM+syntactic-information) 0.8550.407 Syntactically Look-Ahead Attention Network for Sentence Compression kamigaito/SLAHAN 2020
2 BiRNN + LM Evaluator 0.8510.39 A Language Model based Evaluator for Sentence Compression 2018
3 Higher-Order Syntactic Attention Network 0.835– Higher-Order Syntactic Attention Network for Longer Sentence Compression 2018
4 LSTM 0.820.38 Sentence Compression by Deletion with LSTMs 2015
5 LSTMs + eye-movement 0.81- Improving sentence compression by learning to predict gaze 2016
6 BiLSTM 0.80.43 Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains 2017
7 SLAHAN (LSTM+syntactic-information) 0.8550.407 Syntactically Look-Ahead Attention Network for Sentence Compression kamigaito/SLAHAN 2020
8 BiRNN + LM Evaluator 0.8510.39 A Language Model based Evaluator for Sentence Compression 2018
9 Higher-Order Syntactic Attention Network 0.835– Higher-Order Syntactic Attention Network for Longer Sentence Compression 2018
10 LSTM 0.820.38 Sentence Compression by Deletion with LSTMs 2015
11 LSTMs + eye-movement 0.81- Improving sentence compression by learning to predict gaze 2016
12 BiLSTM 0.80.43 Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains 2017
13 SLAHAN (LSTM+syntactic-information) 0.8550.407 Syntactically Look-Ahead Attention Network for Sentence Compression kamigaito/SLAHAN 2020
14 BiRNN + LM Evaluator 0.8510.39 A Language Model based Evaluator for Sentence Compression 2018
15 Higher-Order Syntactic Attention Network 0.835– Higher-Order Syntactic Attention Network for Longer Sentence Compression 2018
16 LSTM 0.820.38 Sentence Compression by Deletion with LSTMs 2015
17 LSTMs + eye-movement 0.81- Improving sentence compression by learning to predict gaze 2016
18 BiLSTM 0.80.43 Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains 2017
19 SLAHAN (LSTM+syntactic-information) 0.8550.407 Syntactically Look-Ahead Attention Network for Sentence Compression kamigaito/SLAHAN 2020
20 BiRNN + LM Evaluator 0.8510.39 A Language Model based Evaluator for Sentence Compression 2018
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