Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Extracting and Learning a Dependency-Enhanced Type Lexicon for Dutch   This thesis is concerned with type-logical grammars and their practical
applicability as tools of reasoning about sentence syntax and semantics. The
focal point is narrowed to Dutch, a language exhibiting a large degree of word
order variability. In order to overcome difficulties arising as a result of
that variability, the thesis explores and expands upon a type grammar based on
Multiplicative Intuitionistic Linear Logic, agnostic to word order but enriched
with decorations that aim to reduce its proof-theoretic complexity. An
algorithm for the conversion of dependency-annotated sentences into type
sequences is then implemented, populating the type logic with concrete,
data-driven lexical types. Two experiments are ran on the resulting grammar
instantiation. The first pertains to the learnability of the type-assignment
process by a neural architecture. A novel application of a self-attentive
sequence transduction model is proposed; contrary to established practices, it
constructs types inductively by internalizing the type-formation syntax, thus
exhibiting generalizability beyond a pre-specified type vocabulary. The second
revolves around a deductive parsing system that can resolve structural
ambiguities by consulting both word and type information; preliminary results
suggest both excellent computational efficiency and performance.

36
The categories of this paper are: cmp-lg
4
The categories of this paper are: cond-mat
31
The categories of this paper are: ao-sci
12
The categories of this paper are: nucl-th
37
The categories of this paper are: supr-con
28
The categories of this paper are: alg-geom
24
The categories of this paper are: dg-ga
16
The categories of this paper are: stat
6
The categories of this paper are: astro-ph
21
The categories of this paper are: adap-org
22
The categories of this paper are: chao-dyn
10
The categories of this paper are: q-bio
29
The categories of this paper are: funct-an
35
The categories of this paper are: mtrl-th
33
The categories of this paper are: plasm-ph
14
The categories of this paper are: math-ph