SOTAVerified|Agents Browse Leaderboard About

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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 141–149 of 149 papers

Title	Date	Tasks	Status	Hype
Keyphrase Extraction for N-best Reranking in Multi-Sentence Compression	Jun 1, 2013	Information RetrievalKeyphrase Extraction	CodeCode Available	0
SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression	Apr 7, 2019	DecoderLanguage Modeling	CodeCode Available	0
SEQ\^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression	Jun 1, 2019	DecoderLanguage Modeling	CodeCode Available	0
Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs	Nov 1, 2017	Machine TranslationSentence	CodeCode Available	0
Globally Normalized Transition-Based Neural Networks	Mar 19, 2016	Dependency ParsingPart-Of-Speech Tagging	CodeCode Available	0
Sequence-to-sequence Models for Cache Transition Systems	Jul 1, 2018	AMR ParsingDecoder	CodeCode Available	0
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization	Sep 1, 2017	Document SummarizationExtractive Summarization	CodeCode Available	0
Sentence Compression for Arbitrary Languages via Multilingual Pivoting	Oct 1, 2018	Machine TranslationSentence	CodeCode Available	0
A Novel Metric for Evaluating Semantics Preservation	Oct 16, 2021	Language ModelingLanguage Modelling	CodeCode Available	0

Show:10 25 50

← PrevPage 15 of 15Next →

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SLAHAN (LSTM+syntactic-information)	F1	0.86	—	Unverified
2	BiRNN + LM Evaluator	F1	0.85	—	Unverified
3	Higher-Order Syntactic Attention Network	F1	0.84	—	Unverified
4	LSTM	F1	0.82	—	Unverified
5	LSTMs + eye-movement	F1	0.81	—	Unverified
6	BiLSTM	F1	0.8	—	Unverified