Heng Yu

Generalized Agreement for Bidirectional Word Alignment

2015

While agreement-based joint training has proven to deliver state-of-the-art alignment accuracy, the produced word alignments are usually restricted to one-toone mappings because of the hard constraint on agreement. We propose a general framework to allow …

Sequence Generation: From Both Sides to the Middle

2019 · arXiv (Cornell University)

The encoder-decoder framework has achieved promising process for many sequence generation tasks, such as neural machine translation and text summarization. Such a framework usually generates a sequence token by token from left to right, hence …