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OffsetMapping

Struct OffsetMapping 

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pub struct OffsetMapping { /* private fields */ }
Expand description

Offset mapping from tokenizer.

Maps each token to its character span in the original text. Used to convert between token indices and character positions.

§Research Note (HuggingFace Tokenizers)

The offset_mapping from HuggingFace tokenizers is a list of (char_start, char_end) for each token. Special tokens like [CLS] and [SEP] have offset (0, 0).

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impl OffsetMapping

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pub fn new(offsets: Vec<(usize, usize)>) -> Self

Create from tokenizer output.

§Arguments
  • offsets - List of (char_start, char_end) for each token
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pub fn get(&self, token_idx: usize) -> Option<(usize, usize)>

Get character span for a token.

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pub fn char_span_to_tokens( &self, char_start: usize, char_end: usize, ) -> Option<(usize, usize)>

Find tokens that overlap with a character span.

Returns (first_token, last_token_exclusive).

§Note on Label Propagation

For entity “playing” tokenized as ["play", "##ing"]:

  • Assign B-PER to “play” (first token)
  • Assign I-PER to “##ing” (continuation)
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pub fn tokens_to_char_span( &self, token_start: usize, token_end: usize, ) -> Option<(usize, usize)>

Convert token span to character span.

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pub fn len(&self) -> usize

Number of tokens.

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pub fn is_empty(&self) -> bool

Check if empty.

Trait Implementations§

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impl Clone for OffsetMapping

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fn clone(&self) -> OffsetMapping

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for OffsetMapping

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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