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Part of the book series: Studies in Computational Intelligence ((SCI,volume 999))

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Abstract

Essential aspects of a verb’s usage reside in its valence environments. The Norwegian valence resource here presented, called NorVal, has 6,300 verb lemmas. About 3,360 of them are associated with sets of frames, and the organization of entries is divided into one enumeration of the total number of frame-specific entries, which is about 15,750, and one enumeration of lemmas, counting 6,300. About 300 frame types are distinguished inducing the 15,750 frame specific entries, taking into account most grammatical factors distinguishing verb frames and verb-headed construction types. Both the frame types and the two dimensions of entries are represented in string-based formalisms, enabling simple procedures for comparing individual valence frames, frame-specific entries, and entries representing lemmas, and for doing statistics over types and combinations of all of these. The paper illustrates the resources relative to their representation of light reflexives, verb particles, and frames including sentential constituents.

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Notes

  1. 1.

    https://doi.org/10.18710/8U3L2U; https://typecraft.org/tc2wiki/NorVal_resources.

  2. 2.

    Universal Dependency Grammar: https://universaldependencies.org/.

  3. 3.

    Apparent countercases like ut porten ‘out the gate’ as in Han løp ut porten ‘He ran out through the gate’ can be analyzed as generally representing an understood ‘through’ or ‘along’ (cf. Jørgensen [29]), and thus in principle following the pattern of (ran) out of the house. (The opposite position may lead to regarding adverbs as ‘intransitive prepositions’, a notion we thus reject.).

  4. 4.

    The 5 ‘aberrant’ verbs are ergre (‘annoy’), kjøpe (‘buy’), skjenke (apart from senses ‘give, donate, endow’, here meaning ‘pour’), spyle (‘flush’) and stue (‘stow’), and one may try to find a factor distinguishing those to be worked into the prediction.

  5. 5.

    In presentational constructions with an LR (as in Det setter seg en katt ‘there seats itself a cat’), the LR also, in our analysis, counts as object; here, the expletive det carrying subject status, en katt is assigned the function of ‘presented’, following Hellan and Beermann [21], Hellan [16]. These constructions have not yet been fully registered in the catalogue, see Sect. 5.1.

  6. 6.

    In valence assignments in the valence corpus sustained by the grammar Norsource, such ‘derived’ structures are accordingly assigned valence frame reflecting their ‘base’ structure.

  7. 7.

    Rather than (8) above, the valpod thus would be:

    spise:{V-av__intrObl-oblN-ACTIVITY & V-på__intrObl-oblN-ACTIVITY & V__tr & V-innpå__trObl-obRefl-oblN & V-opp__trPrtcl & V-i__trScpr-scPPrefl}.

  8. 8.

    A factor here is also that the semantics of ‘input’ and ‘output’ must be consistently related (synonymy in the cases of passives etc., addition of causation between defined entities in the previous case). So, in Nei, han er opptatt, han sitter og spiser (‘No, he is occupied, he is sitting eating’), the verb spise ‘eat’ is arguably used as a one-participant concept; would this be a relevant proposal in many of the 1000 cases? Or how many are analyzable in terms of causativization (or ‘anticausativization’)?

    A related concern is when a transitive and an intransitive frame are ‘collapsed’ using symbols for optionality, such as in the use of parentheses in notations like ‘NP V (NP)’ for expressing ‘optionality’ of an object: a constant semantic relation of meaning must be defined between such options.

  9. 9.

    Also for løpe there is a frame which can be used only for one of the senses, viz. the frame with a caused secondary predicate, which is available only for the reading involving actual movement: a. Hun løper seg frisk. ‘She runs herself healthy’. b. *Linjen løper seg krum.’ The line runs itself curved’. The circumstance alluded to in (b) can be expressed, e.g., by Linjen krummer seg’ The line curves’, just not with the valence frame in question.

  10. 10.

    A matter closely related to senses are multi-word expressions (MWEs), including idioms. They mostly follow the patterns of non-MWEs as far as the syntax is concerned, and so their forms can in principle be specified within the existing frame repertory, while their meanings would be encoded once senses would be eventually encoded. The form specification would be an extension of the format already used for ‘selected’ items. For a preliminary outline concerning the type of MWEs called Light Verb Constructions, see Hellan [14, 18].

  11. 11.

    https://framenet.icsi.berkeley.edu/fndrupal.

  12. 12.

    http://verbs.colorado.edu/~mpalmer/projects/verbnet.html.

  13. 13.

    https://propbank.github.io/.

  14. 14.

    http://ucnk.ff.cuni.cz.

  15. 15.

    https://grammis.ids-mannheim.de/verbvalenz.

  16. 16.

    http://ucnk.ff.cuni.cz.

  17. 17.

    http://clip.ipipan.waw.pl/Walenty; cf. Przepiórkowski et al. [18].

  18. 18.

    A device for displaying the feature structures associated with each frame type label is also envisaged, cf. https://typecraft.org/tc2wiki/NorVal_resources.

  19. 19.

    Dakubu [10] is a monograph expanded from Dakubu [9]. An illustration of valence comparison relative to these resources for Ga vs. Akan is given in Beermann and Hellan [1], based on the lemma ba ‘come’ and its 18 different lexvals in Ga.

  20. 20.

    https://typecraft.org/tc2wiki/A_Norwegian_Grammar_Sparrer.

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Acknowledgments

I am grateful to Dorothee Beermann, the editor Roussanka Loukanova, and the reviewers of this chapter, for comments and advice.

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Appendices

Appendix 1 Overview of Frame Types

The first column in the following table lists lexvals, with one lexval for each frame type. The ordering of the rows reflects a standard ordering of frame types (alphabetically, and according to internal DTD, cf. Sect. 3. Each frame type is presented as part of a lexval, and thus with a lemma to its left, so that when searching according to the alphabetical order of frame types, one must ignore what is to the left of the ‘__’.

The English translations often do not quite match the valence pattern of the source sentence, and the points of deviance are marked in this way: VR,P,L,T,I,NS means that V (mostly the verb, but also a preposition) differs in valence from the Norwegian counterpart with respect to, respectively, reflexive, preposition, particle, finite complementizer, infinitival marker, non-split predicate (in most cases the factor is missing in the translation, but in some cases in the original).

To see the logical forms associated with the various frame types, the example sentences in column 2 can be entered into the online grammar parse window at http://regdili.hf.ntnu.no:8081/linguisticAce/parse, where in most cases an MRS (‘Minimal Recursion Semantics’; cf. Copestake et al. [6]) representation, close to a standard predicate logic representation, is displayed for each parse. Further supporting facilities are described at https://typecraft.org/tc2wiki/NorVal_resources (Table 15).

Table 15. Lexvals instantiating frame types illustrated with examples

Appendix 2 Verbs Allowing for All Three Types of Clausal Arguments: Declaratives, Interrogatives and Infinitives

See Table 16.

Table 16. Lemmas, where relevant with light reflexives indicated by seg, and with selected prepositions or particles indicated

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Hellan, L. (2022). A Valence Catalogue for Norwegian. In: Loukanova, R. (eds) Natural Language Processing in Artificial Intelligence — NLPinAI 2021. Studies in Computational Intelligence, vol 999. Springer, Cham. https://doi.org/10.1007/978-3-030-90138-7_3

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