Distant reading of literary language

Developing a ­methodology using quotations as an example

https://doi.org/10.54013/kk764a4

Keywords: digital humanities, distant reading, quotations, literary style, formalism

This paper aims to take advantage of modern digital methods to address research topics that, until now, have mostly been subjects of assumption and interpretation based on rather few examples.

More specifically, the purpose of this article is to explore some usage patterns of open quotation as a literary device and its impact on meaning. Open quotation, as defined by the French philosopher François Recanati, is a type of quotation where a string of words in an utterance is marked with quotation marks to imply the presence of multiple or deformed meanings.

Alongside with other stylistic devices like parody, irony and pastiche, open quotation is regarded as a distinctive feature of postmodern literary language, yet it has not been empirically studied. One of the reasons may be the fact that it is difficult to obtain a systematic view of such textual features by means of traditional, i.e., close reading. However, the emergence of digital methods in humanities provide better access to such research problems. In literary studies, application of computational methods is associated with Franco Moretti’s approach of distant reading. However, distant reading does not offer a specific method to solve complex research problems in literary studies. Therefore, the second purpose of this study is to create a suitable methodology to best answer quotation-related research questions.

In studies of Estonian culture, the emergence of postmodern aesthetics has been associated with the collapse of the Soviet system at the end of the 1980s. Therefore, the text corpus of this study consists of 50 Estonian novels published in 1990–2010. All cases of open quotation were extracted and divided into 8 categories based on qualitative features, and then explored in detail.

Implying metalinguistic awareness was identified as the most important function of open quotation. Most commonly, it was used to reveal Soviet era related totalitarian ideologies, judgments and values inherent in language. Another interesting type of quotation previously undescribed in theoretical literature was distinguished: the category of pseudo-quotations aiming to illustrate both animate and inanimate objects by attributing to them an imaginary verbal act. In general, the use of open quotations reflects the decay of a monolithic value system by undermining the possibility of there being only one correct interpretation.

Regarding methodology, computational methods proved to be effective in establishing high-level stylistic patterns. However, the patterns alone remained inconclusive, requiring qualitative analysis to reach meaningful conclusions. This suggests a fruitful way to approach complex research questions in humanities: first, a qualitative hypothesis is transformed into a specific quantitative method; secondly, the obtained results are interpreted qualitatively.

 

Maarja Helena Meriste (b. 1992), MA, editor of literary magazine Värske Rõhk (Vanemuise 19, 51003 Tartu), maarjahelena.meriste@va.ee

References

Veebivarad

Distant Reading for European Literary History. https://www.distant-reading.net

Sketch Engine. http://www.sketchengine.eu

Voyant Tools. http://voyant-tools.org

Kirjandus

AutÕS = Autoriõiguse seadus. Vastu võetud 11. XI 1992, jõustumine 12. XII 1992.
Bakhtin, Mikhail 1982. Discourse in the novel. – The Dialogic Imagination: Four Essays by M. M. Bakhtin. Toim Michael Holquist. Austin: University of Texas Press, lk 244-245.
Berg, Maimu 2007. Unustatud inimesed. Tallinn: Tuum.
Brendel, Elke; Meibauer, Jörg; Steinbach, Markus 2011. Exploring the meaning of quotation. – Understanding Quotation. (Mouton Series in Pragmatics 7.) Toim E. Brendel, J. ­Meibauer, M. Steinbach. Berlin: De Gruyter, lk 1-33.
https://doi.org/10.1515/9783110240085.1
Brik, Ossip 2014. Nn “Vormimeetod”. – Kirjandus kui selline. Valik vene vormikoolkonna tekste. (Gigantum Humeris.) Koost ja toim Märt Väljataga. Tallinn: Tallinna Ülikooli Kirjastus, lk 46-47.
Capone, Alessandro 2013. The pragmatics of quotation, explicatures and modularity of mind. – Pragmatics and Society, kd 3, lk 259-284.
https://doi.org/10.1075/ps.4.3.01cap
Eder, Maciej; Rybicki, Jan; Kestemont, Mike 2016. Stylometry with R: a package for computational text analysis. – The R Journal, kd 8, nr 1, lk 107-121. https://journal.r-project.org/archive/2016/RJ-2016-007/index.html
https://doi.org/10.32614/RJ-2016-007
Genette, Gérard 1992. Palimpsestes: la littérature au second degré. Paris: Seuil.
Heinsaar, Mehis 2001. Vanameeste näppaja. Tallinn: Tuum.
Hiram 1999. Mõru maik. Tallinn: Tuum.
Kirsch, Adam 2014. Technology is taking over English departments: The false promise of the digital humanities. – The New Republic 2. V.
Kivirähk, Andrus 2007. Mees, kes teadis ussisõnu. Tallinn: EKSA.
Kristeva, Julia 1980. Word, dialogue, and novel. – J. Kristeva, Desire in Language: A Semiotic Approach to Literature and Art. Toim Leon S. Roudiez. New York: Columbia University Press, lk 64-91.
Kultuuriministeerium 2018 = “Kultuuripärandi digiteerimine 2018-2023” tegevuskava. Tallinn: Kultuuriministeerium. https://www.kul.ee/kultuurivaartused-ja-digitaalne-kultuuri­parand/digitaalne-kultuuriparand/kultuuriparandi (15. II 2021).
Laugaste, Eduard 1975. Eesti rahvaluule. Tallinn: Valgus.
Lotman, Juri 1991. Kunst modelleerivate süsteemide reas. – J. Lotman, Kultuurisemiootika. Tekst – kirjandus – kultuur. Tlk Pärt Lias, Inta Soms, Rein Veidemann. Tallinn: Olion, lk 8-31.
Luik, Viivi 1991. Ajaloo ilu. Tallinn: Eesti Raamat.
Meriste, Maarja Helena 2016. Võõras kõne Tõnu Õnnepalu “Hinnas”. Bakalaureusetöö. Tartu Ülikool, kirjanduse ja teatriteaduse osakond.
Meriste, Maarja Helena 2020. Eesti 1990.-2010. aastate kirjanduse kauglugemise katse avatud tsitaatide kasutusmustrite näitel. Magistritöö. Tallinna Ülikool, humanitaarteaduste instituut.
Mihkelev, Anneli 2005. Vihjamise poeetika. (Collegium litterarum 19.) Tallinn: Underi ja Tuglase Kirjanduskeskus.
Mihkelson, Ene 2007. Katkuhaud. Tallinn: Varrak.
Moretti, Franco 2013. Distant Reading. London-New York: Verso.
Nigov, Anton [= Tõnu Õnnepalu] 2002. Harjutused. Tallinn: EKSA.
Pilv, Aare 2010. Ramadaan. Vahtsõliinah, Lillekülas, in Matiano, a Roma. Tallinn: Tuum.
Piper, Andrew 2018. Are novels getting easier to read? – TXTLAB 10. I. https://txtlab.org/2018/01/are-novels-getting-easier-to-read (28. VI 2021).
Pruul, Kajar 2000. Vana sajandi uued luuletajad. – Varjatud ilus haigus. Valik sajandilõpu eesti luuletajaid. Koost K. Pruul. Tartu: Eesti Kostabi Selts, lk 175-207.
Puik, Katrin 2009. Iroonia Heiti Talviku ja Betti Alveri luules. (Dissertationes litterarum et contemplationis comparativae Universitatis Tartuensis 8.) Tartu: Tartu Ülikooli Kirjastus.
Recanati, François 2001. Open quotation. – Mind, kd 110, nr 439, lk 637-687.
https://doi.org/10.1093/mind/110.439.637
Schöch, Christof; Erjavec, Tomaž; Patras, Roxana; Santos, Diana 2021. Creating the European Literary Text Collection (ELTeC): Challenges and perspectives. – Modern Languages Open.
https://doi.org/10.3828/mlo.v0i0.364
Sild, Ivar 2007. Tantsiv linn. Tallinn: Tuum.
Sobchuk, Oleg 2018. Charting Artistic Evolution: an Essay in Theory. (Dissertationes litte­rarum et contemplationis comparativae Universitatis Tartuensis 18.) Tartu: Tartu Ülikooli Kirjastus.
Tangherlini, Timothy 2019. Macroscopic Methods for Culture Analytics. Loengukursus. Tartu Ülikool, digihumanitaaria ja infoühiskonna keskus, 3.-13. IX.
Teder, Tarmo 2006. Onanistid. Tallinn: Tuum.
van de Ven, Inge 2017. Creative reading in the information age: Paradoxes of close and distant reading. – The Journal of Creative Behavior, kd 53, nr 1.
https://doi.org/10.1002/jocb.186
Velsker, Mart 2001. Kirjandus ja ühiskond. – Epp Annus, Luule Epner, Ants Järv, Sirje Olesk, Ele Süvalep, M. Velsker, Eesti kirjanduslugu. Tallinn: Koolibri, lk 608-623.
Vetemaa, Enn 2001. Neitsist sündinud. Tallinn: Tänapäev.
Viiding, Elo 2008. Püha Maama. Tallinn: Tuum.
Wilkens, Matthew 2012. Canons, close reading, and the evolution of method. – Debates in the Digital Humanities.Toim Matthew K. Gold. Minneapolis-London: University of Minnesota Press, lk 249-258.
https://doi.org/10.5749/minnesota/9780816677948.003.0026
Lisa. Teosed uurimiskorpuses
Annus, Epp 2007. Sina, Matilda. Tallinn: Tuum.
Berg, Maimu 2007. Unustatud inimesed. Tallinn: Tuum.
Bristol, Piret 2007. Paralleelmeri. Tallinn: Tuum.
Ehlvest, Jüri 1996. Krutsiaania. Tallinn: Tuum.
Ehlvest, Jüri 2005. Palverännak. Tallinn: Tuum.
Ernits, Marje 2003. Õpetaja, õpetaja. Tallinn: Tuum.
Ernits, Marje 2008. Hoia mu kätt. Tallinn: Tuum.
Friedenthal, Meelis 2005. Kuldne aeg. Tallinn: Tuum.
Heinsaar, Mehis 2001. Vanameeste näppaja. Tallinn: Tuum.
Hellerma, Kärt 2007. Ma armastasin David Copperfieldi. Tallinn: Tuum.
Hiram 1999. Mõru maik. Tallinn: Tuum.
Jõerüüt, Jaak 2005. Sõber. Tallinn: Tuum.
Kaplinski, Jaan 2000. Silm. Tallinn: Tänapäev.
Kaplinski, Jaan 2000. Hektor. Tallinn: Tänapäev.
Kaus, Jan 2003. Õndsate tund. Tallinn: Tuum.
Kaus, Jan 2009. Hetk. Tallinn: Tuum.
Kender, Kaur 2010. Comeback. Tallinn: EKSA.
Kesküla, Kalev 2009. Elu sumedusest. Tallinn: Tuum.
Kivirähk, Andrus 1999. Liblikas. Tallinn: Tuum.
Kivirähk, Andrus 2000. Rehepapp, ehk, November. Tallinn: Varrak.
Kivirähk, Andrus 2001. Ivan Orava mälestused, ehk, Minevik kui helesinised mäed. Tallinn: Varrak.
Kivirähk, Andrus 2007. Mees, kes teadis ussisõnu. Tallinn: EKSA.
Kivirähk, Andrus 2010. Pagari piparkook: Kivirähk XX sajandil. Tallinn: EKSA.
Lanto, Ari 2010. Aken. Tallinn: Eesti Raamat.
Luik, Viivi 1991. Ajaloo ilu. Tallinn: Eesti Raamat.
Mihkelson, Ene 1994. Nime vaev. Tartu: Ilmamaa.
Mihkelson, Ene 1996. Surma sünnipäev. Tallinn: Tuum.
Mihkelson, Ene 2001. Ahasveeruse uni. Tallinn: Tuum.
Mihkelson, Ene 2007. Katkuhaud. Tallinn: Varrak.
Nigov, Anton 2002. Harjutused. Tallinn: EKSA.
Pilter, Lauri 2004. Lohejas pilv. Tallinn: Tuum.
Pilter, Lauri 2010. Retk Rahemäkke. Tallinn: Tuum.
Pilv, Aare 2010. Ramadaan. Vahtsõliinah, Lillekülas, in Matiano, a Roma. Tallinn: Tuum.
Raud, Rein 2004. Hector ja Bernard. Tallinn: Tuum.
Raud, Rein 2008. Vend. Tallinn: Tuum.
Raudam, Toomas 1996. Muusika kuum sai. Tallinn: Tuum.
Reimus, Katrin 2008. Kus tramm ei käi. Tallinn: Tuum.
Remsu, Olev 2008. Musketäride muundumised. Tallinn: EKSA.
Ruben, Aarne 2001. Volta annab kaeblikku vilet. Tallinn: Tänapäev.
Saat, Mari 2008. Lasnamäe lunastaja. Tallinn: Tuum.
Sauter, Peeter 2008. Beibi bluu. Tallinn: Tuum.
Sild, Ivar 2007. Tantsiv linn. Tallinn: Tuum.
Tangsoo, Jaan 2007. Marukoer. Tallinn: Tuum.
Teder, Tarmo 2006. Onanistid. Tallinn: Tuum.
Tode, Emil 1993. Piiririik. Tallinn: Tuum.
Tode, Emil 2002. Raadio. Tallinn: EKSA.
Vaher, Berk 2002. Lugulaul. Tallinn: Tuum.
Vaher, Berk 2004. Sekeldaja päevad. Tallinn: Tuum.
Vetemaa, Enn 2001. Neitsist sündinud. Tallinn: Tänapäev.
Viiding, Elo 2008. Püha Maama. Tallinn: Tuum.