Leveraging Structural Relations for Fluent Compressions at Multiple Compression Rates
نویسندگان
چکیده
Prior approaches to sentence compression have taken low level syntactic constraints into account in order to maintain grammaticality. We propose and successfully evaluate a more comprehensive, generalizable feature set that takes syntactic and structural relationships into account in order to sustain variable compression rates while making compressed sentences more coherent, grammatical and readable.
منابع مشابه
Sentence Compression with Joint Structural Inference
Sentence compression techniques often assemble output sentences using fragments of lexical sequences such as ngrams or units of syntactic structure such as edges from a dependency tree representation. We present a novel approach for discriminative sentence compression that unifies these notions and jointly produces sequential and syntactic representations for output text, leveraging a compact i...
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