SOTAVerified

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

Showing 131140 of 149 papers

TitleStatusHype
Supervised Sentence Fusion with Single-Stage Inference0
Evaluation Discrepancy Discovery: A Sentence Compression Case-studyCode0
Improving Factual Consistency in Summarization with Compression-Based Post-EditingCode0
Explicit Sentence Compression for Neural Machine TranslationCode0
Unsupervised Sentence Compression using Denoising Auto-EncodersCode0
Unsupervised Semantic Abstractive SummarizationCode0
Contextualized Semantic Distance between Highly Overlapped TextsCode0
SCAR: Sentence Compression using Autoencoders for ReconstructionCode0
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular MaximizationCode0
Sentence Simplification with Deep Reinforcement LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SLAHAN (LSTM+syntactic-information)F10.86Unverified
2BiRNN + LM EvaluatorF10.85Unverified
3Higher-Order Syntactic Attention NetworkF10.84Unverified
4LSTMF10.82Unverified
5LSTMs + eye-movementF10.81Unverified
6BiLSTMF10.8Unverified