Chapter. 1 Introduction



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1 An assembly of e-dictionary and formal representation of word, phrase and sentence formation rules for a language.

2 The well known treebanks are Penn English Treebank; Marcus et al. 1993, Penn Arabic Treebank; Maamouri et al. 2004, Penn Chinese Treebank; Xue et al. 2004, Prague Dependency Treebank of Czech; Hijicova & Hajic, 1998, Böhmova et al. 2003, HyDTB Hindi Treebank; Begum et al., 2008, etc.

3 KashTreeBank was initially conceived as a summer school project in IASNLP 2011.


4 During the last decade treebanks have been used for the induction of probabilistic grammars for syntactic parsing (see Collins, 1999 & Charniak 2000) but currently these are used in data-driven parsing (see Bod 1998, Nivere 2009) which eliminates the traditional notion of grammar completely and uses a probabilistic model defined directly on the treebank.

5 Besides optimization of syntactic parsers, treebanks are used to induce other linguistic phenomena that are relevant to NLP e.g. extraction of sub-categorization frames (Briscoe, 1997).

6 see, http://visl.edu.dk


7 Parse a little, learn a little

8 Indian Languages Machine Translation, a consortium project at LTRC Lab IIIT Hydrabad

9 PropBank (Palmer M, Kingsbury P, Gildea D, 2005) at University of Colorado

10 LDCIL-IIT Kharagpur Bangla Treebank (Sanjay C, Praveen S, Sudeshna S, Devshri R, 2009)

11 The French clause “Alfred parle” means “Alfred speaks”

12 Translated from Tesniere (1959, page. 11–13) by Joakim Nivre (2009)

13 The notational convention used in the above dependency graph is that the arrows point from H to Ds but there is a competing tradition in the literature according to which arrows point from the Ds to the H (Nivere, 2009).

14 Taken from Hudson (1990, pp. 106-7).

15 One peculiarity of the dependency structure in Figure.4 is that there is an artificial word root before the first word of the sentence. This is a mere technicality, which simplifies both formal definitions and computational implementations. In particular, it is assumed that every real word of the sentence has a syntactic head. Thus, instead of saying that the verb had lacks a syntactic head, it can be said that it is dependent of the artificial word root (Nivere, 2009).

16 Argument Structure is inherent property of certain classes of lexemes, particularly verbs (also for nouns and adjectives). The argument structure of verb is called predicate argument structure.

17 This bottom-up approach is widely used in Europe (by linguists in Germany, France, Scandinavia, Czechoslovakia, Russia), and by Russians and Slavists in USA (Mel'cuk, Shaumyan, Nichols). From concrete data (empirical) to abstract categories (rational) or simply from data to theory

18 In 1930 Leonard Bloomfield in the USA developed a top-down approach: Immediate-Constituent Analysis (which turned into PSG, TGG, X-bar Syntax and Minimalism), largely inspired by the German psychologist Wundt - Percival, "On the Historical Source of Immediate Constituent". From abstract categories (rational) to concrete data (empirical) or simply from theory to data

19 The alternative terms for that are used in the literature are modifier or child for dependent and modified, governor, regent or parent for head.


20 The nucleus is a unique head which coincides with the head of the structural as well as the semantic node and consequently bears both the semantic and the nodal functions. Otherwise the nucleus is said to be dissociated. The most typical example of a dissociated nucleus in the verb group consisting of an auxiliary Verb and a main Verb; the former bears the nodal function, while the latter bears the semantic function.

21 Johnson (1977) used terms S, DO, IO to describe grammatical relations but Perlmutter (1980) used simple numbers 1, 2. & 3.

22 The term ‘chomeur’ is the French word meaning a jobless person, indicated by * in the clause.

23 For Covington (1984) the Primum-to-Secundum relation correspond the current notion of dependency.

24 Covington (1984) and Robins (1997) explicitly point out that the Dependens-to-Terminans relation should not be confused with the present-day notion of dependency. Percival (1990), for example, considers the Dependens-to-Terminans dichotomy to correspond to the modern notion of dependent-head asymmetry. But he also considers this relation to be another way of capturing Boethius’ notion of “Determination”.

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