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 101–125 of 149 papers

TitleStatusHype
Event-Driven Headline Generation—0
Using Tweets to Help Sentence Compression for News Highlights Generation—0
Sentence Compression For Automatic Subtitling—0
Identification and Characterization of Newsworthy Verbs in World News—0
A Dynamic Programming Algorithm for Tree Trimming-based Text Summarization—0
Looking hard: Eye tracking for detecting grammaticality of automatically compressed sentences—0
Unsupervised Sentence Enhancement for Automatic Summarization—0
Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees—0
Joint Decoding of Tree Transduction Models for Sentence Compression—0
Recursive Deep Models for Discourse Parsing—0
Learning to Generate Coherent Summary with Discriminative Hidden Semi-Markov Model—0
Utilizing Microblogs for Automatic News Highlights Extraction—0
Learning to Summarise Related Sentences—0
Lexico-syntactic text simplification and compression with typed dependencies—0
Sentence Compression for Target-Polarity Word Collocation Extraction—0
Approximation Strategies for Multi-Structure Sentence Compression—0
Single Document Summarization based on Nested Tree Structure—0
Domain-Specific Image Captioning—0
Polynomial Time Joint Structural Inference for Sentence Compression—0
Priberam Compressive Summarization Corpus: A New Multi-Document Summarization Corpus for European Portuguese—0
The CUHK Discourse TreeBank for Chinese: Annotating Explicit Discourse Connectives for the Chinese TreeBank—0
Creating and using large monolingual parallel corpora for sentential paraphrase generation—0
LQVSumm: A Corpus of Linguistic Quality Violations in Multi-Document Summarization—0
PARADIGM: Paraphrase Diagnostics through Grammar Matching—0
Sentence Compression as Tree Transduction—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