Beam Search Decoder

We present a novel beam-search decoder for grammatical error correction. The decoder iteratively generates new hypothesis correc- tions from current hypotheses and scores them based on features of grammatical correctness …...

Social media texts are written in an infor- mal style, which hinders other natural lan- guage processing (NLP) applications such as machine translation. Text normalization is thus important for processing …...

In this paper1, we present a novel beam-search decoder for disfluency detection. We first pro- pose node-weighted max-margin Markov networks (M3N) to boost the performance on words belonging to specific …...

AbstractThis paper presents a sequence to sequence (seq2seq) dependency parser by directly predicting the relative position of head for each given word, which therefore results in a truly end-to-end seq2seq …...