WWW-SArDEEn
I am currently leading my own team in the context of an SNSF-funded project on ‘Who did What to Whom: Strategies of Argument Disambiguation in Early English (WWW-SArDEEn)’ (SNSF Starting Grant; 2025-2030).
Team members
Henri Kauhanen (Post-doc)
Luka Galjer (PhD)
Jana-Maria Humbel (student assistant)
Elizabeth Wagner (student assistant)
Chris Ritter (student assistant)
Project summary
One of the most fundamental tasks language users face when interpreting utterances is determining the role of arguments in the clause, such as identifying who (subject) did what to whom (object). To do so, we make use of contextual and semantic information, but also four main morphosyntactic strategies: (i) noun inflection (case marking), (ii) verb inflection (agreement), (iii) fixed word order, and (iv) prepositions. In addition to featuring extensively in research across all linguistic fields, the latter are also the subject of one of the most prominent textbook claims about the history of English, specifically the turn from Old English (OE; 650-1150) to Middle English (ME; 1150-1500). The assumption is that English underwent a trade-off between disambiguation strategies in that (i) case marking and (ii) verb inflection were originally more prominent and decreased, (iii) word order used to be more flexible and became fixed, and (iv) prepositions increased.
However, despite the popularity of this claim, we know surprisingly little about how these changes are in fact connected, and studies on the history of English are strikingly disconnected from current relevant research in cognitive linguistics, psycholinguistics, typology, and related fields. In addition, research in this area showcases substantial shortcomings of resources and methods in historical linguistics, in particular challenges related to data sparsity and textual features such as extensive spelling variation. These issues have presented great obstacles for data preparation, classification, and analysis, and have also meant that the immense recent progress in the development of AI/ LLMs which are able to handle language-related questions, and especially the use of such models for linguistic tasks has not yet reached historical (early English) linguistics.
The project seeks to bridge these two gaps. On the one hand, it tackles the gap between historical linguistics and recent cognitive, psycholinguistic, and typological insights on disambiguation strategies by extending relevant concepts to the history of English. On the other hand, it brings together historical linguistics and current methodological advances, by developing highly data-driven, LLM-based methods for OE and ME data, informed by profound linguistic, philological, and sociocultural knowledge of these periods.
WWW-SArDEEn
Nū ic lǣde mīn āgen ġesīþrǣden innan ānum weorce, þe se Swīþersċa Wīsdōmsfond styrþ, be “Hwā dyde hwæt hwām: Rǣdas tō tōdǣlenne worda andġiet on ealdum Englisċe (WWW-SArDEEn)” (SNSF Starting Grant; 2025–2030).
Ġesīþas þæs weorces
Henri Kauhanen (æfter lāregrād)
Luka Galjer (dohtorlǣrling)
Jana-Maria Humbel (stūdendlīċ fultumend)
Elizabeth Wagner (stūdendlīċ fultumend)
Chris Ritter (stūdendlīċ fultumend)
Gerecednes þæs weorces
Ān þāra nīedþearflicra weorca, þe sprecende men habbað þonne hīe word ongietað, is þæt hīe finden hwelc hlot ǣlc word hæfð on þǣre spræce — tō wietanne hwā dyde hwæt, ⁊ tō hwām. Tō þon wē brūcað ǣgðer ymbhwyrftlicre ⁊ andgytlicre wīsdōme, ac eac fēower hēafodwīsan be worda endungum: (i) nomena endung (cāsus-mearcung), (ii) wordes endung (geþwærnes), (iii) fæst word-ord, ⁊ (iv) forsetnessa. Þās fēower wīsan ne sind ān þearfe on manegum dǣlum spræccræftes, ac eac hēafodsagu on bōcum be Engliscre spræce gerecednesse, swīþost be þǣre wendinge fram Ealdum Englisce (OE; DCL–MCL) tō Middelenglisce (ME; MCL–MD). Man wēnþ þæt Englisc þolode wrixl betwēonan sceādwīsum, þæt is: (i) cāsus-mearcung ⁊ (ii) wordes geþwærnes wǣron ǣr swīþor gesīene ⁊ wanedon; (iii) word-ord wæs ǣr flexibolre ⁊ wearð fæst; ⁊ (iv) forsetnessa wēoxon.
Þēah þis wēnung sīe wīde cūð, wē witan wundorlīce lȳtel be þon hū þās wandlunga sōðlīce tōgædere hangiað; ⁊ gerecednessa be Engliscre spræce dēopnesse standað fela sundor fram nēawestre smēaunge on ongietfulre spræccræfte, on þǣre spræccræfte þe be geþance smēaþ, ⁊ on gecynda-tōscēadunge. Tō ēacan þon, smēaung on þissum dǣle ætīewð micle wonunga on frætwum ⁊ wīsum þǣre ealdspræccræfte, swīþost earfoðu be wǣdlan gegaderunga ⁊ be gewritena hīwum, swylce miclum wrixlum on stæfsetnesse. Þās earfoðnyssa habbað micelne hinder geset tō þǣre gearwunge, todǣlinge ond smeagunge þāra giefena, ond habbað ēac gedōn þæt se ormǣta nīwa forðgang on þǣre cræfte þāra selfþencendra searwa, þā þe magon sprǣce frignunga handlian, ond ealles swīðost þāra searwa brūcung tō sprǣclīcum weorcum, næfð gȳt gerǣht þā ealdan Engliscsprǣce lāre.
Þis weorc secþ tō gebrycgianne þās twā forlǣtennessa. On āne healfe, hit fandaþ þā forlǣtennesse betwēonan ealdspræccræfte ⁊ nēawestum ongietfullum, mōdlicum, ⁊ gecynd-tōscēadendlicum ongietum be sceādwīsum, þurh þæt hit tīeþ þā andgietu tō Engliscre spræce gerecednesse. On ōðre healfe, hit gebrincþ tōgædere ealdspræccræft ⁊ nēaweste wīsan on weorcum, þurh þæt hit getimbraþ wīsan þe swīþost on gegaderungum ⁊ on miclum spræclicum bīsenum (LLMs) beoð gegrundwealde, for OE ⁊ ME gegaderunga, gelǣrede þurh dēope spræccræftlice, bōccræftlice, ⁊ þēodlic-gesamnunglice wīsdōm þǣra tīda.