What this category's data looks like
This page addresses multilingual materials and terminology processing in graduate training process management. The materials come from three types of archived documents: training plans, proposal reports, and mid-term assessment forms. They are updated by semester batch. Fields include course name, credits, proposal date, assessment conclusion, supervisor signature, and receipt number, along with foreign-language literature and translated-name comparisons. After entering the model access and configuration stage, the training plan bears the first occurrence and definition source of terminology, the proposal report bears the translation of foreign-language abstracts and keywords, and the mid-term assessment form bears the review and signature receipt confirmation of the same terminology at subsequent nodes. In dialogue and retrieval, the three types of materials serve respectively as terminology benchmarks, translation examples, and consistency spot-check objects, and are used to generate a unified terminology list and comparison draft, which are then submitted for external release.
Configuration and implementation checks
This step is executed by the server-side model channel configuration, outputting model binding relationships and channel responses. The unified terminology list and comparison draft are completed subsequently by AI nodes, code nodes, or manual work. The model type must correspond to the step in which it is used.
| Object | Check | Verification action |
|---|---|---|
| Training plan | Where terminology first appears; course names and credits must be consistent with the proposal report | Check the terminology wording in this material, and check the type annotation in the model configuration |
| Proposal report | Foreign-language keyword translations must be traceable back to the source text; dates and supervisor signature must be complete | Compare the model name returned by the channel, and spot-check three terms for their wording throughout the document |
| Mid-term assessment form | The name, quantity, date, and receipt number of the same record must align with the aforementioned materials | Check the channel configuration and key source, and check whether signatures and receipts are missing |
| Model binding relationships | The five categories—language, indexing, reranking, speech synthesis, and speech recognition—are each bound to the corresponding step | Check whether maxContext and maxTokens cover the material length, and record the number of array entries |
Three common errors
- Symptom: the same course name is written differently in the training plan and the mid-term assessment form. Cause: the two material versions were not synchronized, and the terminology list was not updated with the batch.
- Symptom: foreign-language keyword translations in the proposal report cannot be traced back to the source text. Cause: the indexing model and reranking model are bound to the wrong steps, and the retrieved fragments are incomplete.
- Symptom: the mid-term assessment form lacks a supervisor signature or receipt number. Cause: the signature field was not checked when the material was archived, and dialogue and retrieval still answer based on the old version.
How to verify the setup
This feature's acceptance: run one dialogue and one retrieval, check the model identifier in the response, and check the quoteMaxToken citation budget and the toolChoice value.
Business test: spot-check three terms for consistent wording throughout the document, and confirm that translations can be traced back to the source text.
- In the model configuration, check item by item the type annotations and binding steps of the five model categories: language, indexing, reranking, speech synthesis, and speech recognition.
- Compare the model name returned by the channel with the names listed in the document, check the channel configuration and key source, and record the tokens and number of array entries of the cited text.