Model training and adaptation
- — Assessing whether informal Japanese and slang improve adaptation toward conversational register
- — Evaluating tokenizer behaviour on non-standard orthography
- — Testing whether threaded context changes multi-turn modelling approaches
- — Comparing model behaviour with and without 5channel data in a controlled evaluation
Evaluation and benchmarking
- — Measuring comprehension of informal Japanese, abbreviations and slang
- — Testing reply interpretation within thread context
- — Evaluating performance on text from a selected historical period
- — Building held-out sets from agreed date windows for contamination control
Search, retrieval, and product use
- — Assessing retrieval quality on colloquial Japanese queries
- — Evaluating whether thread context improves answer relevance
- — Testing topic and intent classification on informal discussion text
- — Public retrieval or display requires separately defined permissions in the licence
Research
- — Studying language variation across selected historical periods
- — Analysing reply structure and discourse patterns within scoped exports
- — Computational social science on agreed board and date ranges
These are potential evaluation directions, not promised outcomes. Permitted uses — including training, evaluation, internal analytics and public retrieval — are defined separately in the executed licence agreement. Inclusion on this page does not grant rights.
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