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 11–20 of 149 papers

Title	Date	Tasks	Status	Hype	Score
Explicit Sentence Compression for Neural Machine Translation	Dec 27, 2019	DecoderMachine Translation	CodeCode Available	0	5
Sentence Simplification with Deep Reinforcement Learning	Mar 31, 2017	DecoderDeep Reinforcement Learning	CodeCode Available	0	5
Contextualized Semantic Distance between Highly Overlapped Texts	Oct 4, 2021	Domain AdaptationLanguage Modeling	CodeCode Available	0	5
Sequence-to-sequence Models for Cache Transition Systems	Jul 1, 2018	AMR ParsingDecoder	CodeCode Available	0	5
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization	Sep 1, 2017	Document SummarizationExtractive Summarization	CodeCode Available	0	5
Globally Normalized Transition-Based Neural Networks	Mar 19, 2016	Dependency ParsingPart-Of-Speech Tagging	CodeCode Available	0	5
A Novel Metric for Evaluating Semantics Preservation	Oct 16, 2021	Language ModelingLanguage Modelling	CodeCode Available	0	5
Evaluation Discrepancy Discovery: A Sentence Compression Case-study	Jan 22, 2021	SentenceSentence Compression	CodeCode Available	0	5
SCAR: Sentence Compression using Autoencoders for Reconstruction	Jul 1, 2020	DecoderSentence	CodeCode Available	0	5
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization	May 14, 2018	Abstractive Dialogue SummarizationAbstractive Text Summarization	CodeCode Available	0	5

Show:10 25 50

← PrevPage 2 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