Dontopedia

Tokenizer Function

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)

Tokenizer Function has 10 facts recorded in Dontopedia across 2 references, with 1 live disagreement.

10 facts·4 predicates·2 sources·1 in dispute

Mostly:has parameter(7), invoked by(1), returns(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (4)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

callsTokenizerCalls Tokenizer(2)

callsCalls(1)

invokesInvokes(1)

Other facts (10)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

10 facts
PredicateValueRef
Has ParameterReturn Tensors[1]
Has ParameterPadding[1]
Has ParameterTruncation[1]
Has Parameterterm[2]
Has Parameterreturn_tensors[2]
Has Parameterpadding[2]
Has Parametertruncation[2]
Invoked byRetrieve Documents[1]
ReturnsTokenized Inputs[2]
RequiresPytorch Tensor[2]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

invokedBybeam/83decc01-f770-4428-852b-466b97d6139c
ex:retrieve_documents
hasParameterbeam/83decc01-f770-4428-852b-466b97d6139c
ex:return-tensors
hasParameterbeam/83decc01-f770-4428-852b-466b97d6139c
ex:padding
hasParameterbeam/83decc01-f770-4428-852b-466b97d6139c
ex:truncation
hasParameterbeam/5d8a681b-1fe3-4aff-8534-8603ba9d9bfc
term
hasParameterbeam/5d8a681b-1fe3-4aff-8534-8603ba9d9bfc
return_tensors
hasParameterbeam/5d8a681b-1fe3-4aff-8534-8603ba9d9bfc
padding
hasParameterbeam/5d8a681b-1fe3-4aff-8534-8603ba9d9bfc
truncation
returnsbeam/5d8a681b-1fe3-4aff-8534-8603ba9d9bfc
ex:tokenized-inputs
requiresbeam/5d8a681b-1fe3-4aff-8534-8603ba9d9bfc
ex:pytorch-tensor

References (2)

2 references
  1. ctx:claims/beam/83decc01-f770-4428-852b-466b97d6139c
    • full textbeam-chunk
      text/plain1 KBdoc:beam/83decc01-f770-4428-852b-466b97d6139c
      Show excerpt
      expanded_query = query for lang in languages: if lang != 'en': # Use translation API or model to expand query # For simplicity, we assume a translation function `translate` translated_quer
  2. ctx:claims/beam/5d8a681b-1fe3-4aff-8534-8603ba9d9bfc
    • full textbeam-chunk
      text/plain1 KBdoc:beam/5d8a681b-1fe3-4aff-8534-8603ba9d9bfc
      Show excerpt
      inputs = tokenizer(term, return_tensors='pt', padding=True, truncation=True) outputs = model(**inputs) embeddings = outputs.last_hidden_state.mean(dim=1) # Mean pooling return embeddings ``` ### Step 4: Retrieve Synonyms B

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