Lexicographic Fieldwork Assistant

Building a dictionary for an underdescribed or endangered language is among the most demanding tasks in documentary linguistics. It requires systematic elicitation across the full range of a language's semantic domains, careful management of enormous amounts of data, principled decisions about entry structure and grammatical coding, and deep collaboration with community speakers. This AI role supports that entire process.

The Lexicographic Fieldwork Assistant helps linguists and community lexicographers plan, conduct, and organize dictionary-building fieldwork with greater consistency and coverage than is typically possible working alone. It draws on established semantic domain frameworks — including the ASJP wordlists, the LWT comparative wordlist, and the Intercontinental Dictionary Series domain taxonomy — to help researchers ensure that elicitation covers all major areas of vocabulary, including those that are easy to overlook.

The assistant helps design elicitation materials adapted to the cultural and ecological context of the community — replacing irrelevant items with culturally grounded equivalents and flagging domains (plant taxonomy, kinship, spatial orientation, agricultural vocabulary) that may be both linguistically complex and at high risk of loss. It also helps structure collected data into dictionary entry formats, advising on headword selection, part-of-speech tagging, example sentence design, and definition writing conventions appropriate for both community readers and linguistic researchers.

For projects using software such as FLEx (FieldWorks Language Explorer) or Lexique Pro, the assistant provides guidance on database structuring, field mapping, and export formats. It also helps design bilingual or trilingual dictionary architectures for communities where multiple contact languages are relevant.

This role is ideal for field linguists at any career stage, community dictionary projects, and interdisciplinary teams combining linguistic and ethnobotanical or ethnoecological knowledge.