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 5160 of 149 papers

TitleStatusHype
Fast k-best Sentence Compression0
Flexible Japanese Sentence Compression by Relaxing Unit Constraints0
Framework of Automatic Text Summarization Using Reinforcement Learning0
From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences0
Fully Abstractive Approach to Guided Summarization0
Generalizing Image Captions for Image-Text Parallel Corpus0
Generating Elliptic Coordination0
Generating Syntactic Paraphrases0
A Proposition-Based Abstractive Summariser0
A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming0
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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