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 2650 of 149 papers

TitleStatusHype
Automatic Speech Summarisation: A Scoping Review0
Bayesian Symbol-Refined Tree Substitution Grammars for Syntactic Parsing0
Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains0
Cascaded Attention based Unsupervised Information Distillation for Compressive Summarization0
CoastalCPH at SemEval-2016 Task 11: The importance of designing your Neural Networks right0
A Dynamic Programming Algorithm for Tree Trimming-based Text Summarization0
Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis0
A Novel Discriminative Framework for Sentence-Level Discourse Analysis0
Creating and using large monolingual parallel corpora for sentential paraphrase generation0
Cross-lingual Transfer of Correlations between Parts of Speech and Gaze Features0
Cross-Register Projection for Headline Part of Speech Tagging0
Cross-Task Knowledge Transfer for Query-Based Text Summarization0
Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora0
Deep Learning Approaches to Text Production0
Deleter: Leveraging BERT to Perform Unsupervised Successive Text Compression0
Document Summarization via Guided Sentence Compression0
Domain-Specific Image Captioning0
Dual Coordinate Descent Algorithms for Efficient Large Margin Structured Prediction0
Acquisition of Syntactic Simplification Rules for French0
Etat de l’art en compression multi-phrases pour la synthèse de documents (State-of-the-art of multi-sentence compression for document summarization)0
A Token-wise CNN-based Method for Sentence Compression0
Event-Driven Headline Generation0
A Two-step Approach to Sentence Compression of Spoken Utterances0
Extracting token-level signals of syntactic processing from fMRI - with an application to PoS induction0
Abstractive Compression of Captions with Attentive Recurrent Neural Networks0
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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