Abstract We introduce a Recursive INsertion-based Encoder (RINE), a novel approach for
semantic parsing in task-oriented dialog. Our model consists of an encoder network that …

Current investigations in data-driven models of parsing have shifted from purely syntactic
analysis to richer semantic representations, showing that the successful recovery of the …

Statistical parsers are e ective but are typically limited to producing projective dependencies
or constituents. On the other hand, linguisti-cally rich parsers recognize non-local relations …

Lexicalized parsing models are based on the assumptions that (i) constituents are organized
around a lexical head and (ii) bilexical statistics are crucial to solve ambiguities. In this …

This article introduces a novel transition system for discontinuous lexicalized constituent
parsing called SR-GAP. It is an extension of the shift-reduce algorithm with an additional gap …

One of the most complex syntactic representations used in computational linguistics and
NLP are discontinuous constituent trees, crucial for representing all grammatical …

This paper proposes a direct parsing of non-local dependencies in English. To this end, we
use probabilistic linear context-free rewriting systems for data-driven parsing, following …

Discontinuous Incremental Shift-reduce Parsing Page 1 Proceedings of the 53rd Annual Meeting
of the Association for Computational Linguistics and the 7th International Joint Conference on …

We introduce a new method for incremental shift-reduce parsing of discontinuous
constituency trees, based on the fact that discontinuous trees can be transformed into …

Less-configurational languages such as German often show not just morphological variation
but also free word order and nonprojectivity. German is not exceptional in this regard, as …