Corpus ID: 9895822

Semi-Markov Phrase-Based Monolingual Alignment

@inproceedings{Yao2013SemiMarkovPM,
  title={Semi-Markov Phrase-Based Monolingual Alignment},
  author={Xuchen Yao and Benjamin Van Durme and Chris Callison-Burch and P. Clark},
  booktitle={EMNLP},
  year={2013}
}

• Xuchen Yao, Benjamin Van Durme, +1 author P. Clark
• Published in EMNLP 2013
• Computer Science

We introduce a novel discriminative model for phrase-based monolingual alignment using a semi-Markov CRF. Our model achieves stateof-the-art alignment accuracy on two phrasebased alignment datasets (RTE and paraphrase), while doing significantly better than other strong baselines in both non-identical alignment and phrase-only alignment. Additional experiments highlight the potential benefit of our alignment model to RTE, paraphrase identification and question answering, where even a naive… Expand

View on ACL

cis.upenn.edu

Save to Library

Create Alert

Cite

Launch Research Feed