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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 149 papers

TitleStatusHype
Analyse de la r\'egulation de la longueur dans un syst\`eme neuronal de compression de phrase : une \'etude du mod\`ele LenInit (Investigating Length Regulation in a Sentence Compression Neural System : a Study on the LenInit Model)—0
Combining Word Embeddings and N-grams for Unsupervised Document Summarization—0
A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming—0
Machine Translation with Unsupervised Length-Constraints—0
Syntactically Look-Ahead Attention Network for Sentence CompressionCode1
A Difference-of-Convex Programming Approach With Parallel Branch-and-Bound For Sentence Compression Via A Hybrid Extractive Model—0
Explicit Sentence Compression for Neural Machine TranslationCode0
Query-focused Sentence Compression in Linear Time—0
Cross-Task Knowledge Transfer for Query-Based Text Summarization—0
Towards Annotating and Creating Summary Highlights at Sub-sentence Level—0
Towards Annotating and Creating Sub-Sentence Summary Highlights—0
Deleter: Leveraging BERT to Perform Unsupervised Successive Text Compression—0
Unsupervised Rewriter for Multi-Sentence Compression—0
Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study—0
SEQ\^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence CompressionCode0
Query-focused Sentence Compression in Linear Time—0
SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence CompressionCode0
Sentence Compression via DC Programming Approach—0
Human acceptability judgements for extractive sentence compression—0
When does deep multi-task learning work for loosely related document classification tasks?—0
Sentence Compression for Arbitrary Languages via Multilingual PivotingCode0
Generating Syntactic Paraphrases—0
SALSA-TEXT : self attentive latent space based adversarial text generation—0
Text Summarization as Tree Transduction by Top-Down TreeLSTM—0
Unsupervised Sentence Compression using Denoising Auto-EncodersCode0
Show:102550
← PrevPage 2 of 6Next →

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