We should add features based on syntactic structures, EDUs being in the same sentence, etc. Here are some recent papers to glean ideas from:
@article{hernault-etal:2010,
author = {Hugo Hernault and Helmut Prendinger and David A. duVerle and Mitsuru Ishizuka},
year = 2010,
journal = {Dialogue and Discourse},
volume = 1,
number = 3,
pages = {1--33}
}
@InProceedings{feng-hirst:2012:ACL2012,
author = {Feng, Vanessa Wei and Hirst, Graeme},
title = {Text-level Discourse Parsing with Rich Linguistic Features},
booktitle = {Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
month = {July},
year = {2012},
address = {Jeju Island, Korea},
publisher = {Association for Computational Linguistics},
pages = {60--68},
url = {http://www.aclweb.org/anthology/P12-1007}
}
@InProceedings{ji-eisenstein:2014:ACL2014,
author = {Yangfeng Ji and Jacob Eisenstein},
title = {Representation Learning for Text-level Discourse Parsing},
booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics},
year = {2014},
url = {http://www.cc.gatech.edu/~jeisenst/papers/ji-acl-2014.pdf},
comment = {This entry should be updated once the official proceedings are available online.}
}
@InProceedings{sagae:2009:IWPT09,
author = {Sagae, Kenji},
title = {Analysis of Discourse Structure with Syntactic Dependencies and Data-Driven Shift-Reduce Parsing},
booktitle = {Proceedings of the 11th International Conference on Parsing Technologies (IWPT'09)},
month = {October},
year = {2009},
address = {Paris, France},
publisher = {Association for Computational Linguistics},
pages = {81--84},
url = {http://www.aclweb.org/anthology/W09-3813}
}
We should add features based on syntactic structures, EDUs being in the same sentence, etc. Here are some recent papers to glean ideas from: