Query Expansion Function
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)
Query Expansion Function has 8 facts recorded in Dontopedia across 2 references, with 1 live disagreement.
Mostly:uses library(2), extracts synonyms(1), processes(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (1)
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callsFunctionCalls Function(1)
- Test Case
ex:test-case
Other facts (8)
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.
| Predicate | Value | Ref |
|---|---|---|
| Uses Library | Nltk | [1] |
| Uses Library | Spacy | [1] |
| Extracts Synonyms | Wordnet Synsets | [1] |
| Processes | Tokens | [1] |
| Combines | Tokens Entities Synonyms | [1] |
| Returns | Expanded Query | [1] |
| Is Cached | true | [2] |
| Is Offloaded | true | [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.
References (2)
ctx:claims/beam/30196b02-e710-4de9-807e-b72cfda7e001- full textbeam-chunktext/plain1 KB
doc:beam/30196b02-e710-4de9-807e-b72cfda7e001Show excerpt
# Extract synonyms for each token synonyms = [] for token in tokens: # Use WordNet to get synonyms synsets = nltk.corpus.wordnet.synsets(token) for synset in synsets: for lemma in synset.lemma…
ctx:claims/beam/5f136ada-ae6b-4cfd-b508-43f33e6accc6- full textbeam-chunktext/plain1 KB
doc:beam/5f136ada-ae6b-4cfd-b508-43f33e6accc6Show excerpt
# Further processing with the expanded query print(f"Processing expanded query: {expanded_query}") async def main(): queries = [ "What are the benefits of using machine learning for natural language processing?", …
See also
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