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

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Showing 71–80 of 149 papers

TitleStatusHype
Japanese Sentence Compression with a Large Training Dataset—0
Oracle Summaries of Compressive Summarization—0
Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains—0
Metaheuristic Approaches to Lexical Substitution and Simplification—0
Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora—0
Sentence Simplification with Deep Reinforcement LearningCode0
Predicting sentential semantic compatibility for aggregation in text-to-text generation—0
A Proposition-Based Abstractive Summariser—0
Parallel Sentence Compression—0
Using Relevant Public Posts to Enhance News Article Summarization—0
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Benchmark Results

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