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 126–149 of 149 papers

TitleStatusHype
Supervised Sentence Fusion with Single-Stage Inference—0
Document Summarization via Guided Sentence Compression—0
Overcoming the Lack of Parallel Data in Sentence Compression—0
Generating Elliptic Coordination—0
Sentence Compression with Joint Structural Inference—0
Generalizing Image Captions for Image-Text Parallel Corpus—0
Subtree Extractive Summarization via Submodular Maximization—0
Towards Robust Abstractive Multi-Document Summarization: A Caseframe Analysis of Centrality and Domain—0
Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis—0
Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning—0
Large-Scale Paraphrasing for Natural Language Understanding—0
Keyphrase Extraction for N-best Reranking in Multi-Sentence CompressionCode0
Dual Coordinate Descent Algorithms for Efficient Large Margin Structured Prediction—0
Flexible Japanese Sentence Compression by Relaxing Unit Constraints—0
On the Effectiveness of using Sentence Compression Models for Query-Focused Multi-Document Summarization—0
A Novel Discriminative Framework for Sentence-Level Discourse Analysis—0
Framework of Automatic Text Summarization Using Reinforcement Learning—0
Monolingual Distributional Similarity for Text-to-Text Generation—0
Fully Abstractive Approach to Guided Summarization—0
Sentence Compression with Semantic Role Constraints—0
Bayesian Symbol-Refined Tree Substitution Grammars for Syntactic Parsing—0
A Two-step Approach to Sentence Compression of Spoken Utterances—0
Acquisition of Syntactic Simplification Rules for French—0
User Edits Classification Using Document Revision Histories—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