stemmer
/'stemə/
Học thuậtThân thiện
Definition
- Noun:
- A device for removing stems from fruit: A tool or machine designed to separate the stems from fruits such as grapes or apples.
- A miner's tamping bar: A heavy bar used by miners to pack explosive charges tightly into a drilled hole.
- An algorithm for reducing words to their base form: A computational process in linguistics and information retrieval that removes inflectional and derivational endings (like -ing, -ed, -s, -ly) to convert words to a common root or stem.
- A worker who makes or applies stems for artificial flowers: A person whose job involves creating or attaching the central stalks to artificial flowers.
- A worker who strips stems from tobacco leaves: A person who removes the central veins from moistened tobacco leaves and bundles the leaves together.
Usage Examples
- Noun:
- The winery uses an automated stemmer to process thousands of grapes per hour.
- The miner used a long, heavy stemmer to tamp the dynamite into place.
- The search engine employs a Porter stemmer to improve retrieval by matching "running," "runs," and "ran" to the root "run."
- She worked as a stemmer in a factory that produced silk flowers.
- After curing, the tobacco leaves are handed to a stemmer for the next stage of preparation.
Advanced Usage
- In computational linguistics: The term is often used in the context of stemming algorithms. For example, the Porter Stemmer is a widely used algorithm in English.
- The effectiveness of the text analysis depends heavily on the choice of stemmer.
Variants and Related Words
- Stem (verb/noun): The root word or base form from which other words are derived; to originate or stop the flow of something.
- The word "happiness" stems from the adjective "happy."
- Stemming (gerund/noun): The process performed by a stemmer.
- Stemming is a crucial step in many natural language processing tasks.
Synonyms
- For the device/tool: Destemmer, stem remover.
- For the algorithm: Lemmatizer (note: a lemmatizer is a more sophisticated linguistic tool that returns a word's dictionary form, or lemma).
- For the worker: Stripper (in the specific context of tobacco).
Related Phrases/Phrasal Verbs
(Not commonly applicable for this noun form)
Related Idioms
(Not commonly applicable for this noun form)
Noun
- a device for removing stems from fruit (as from grapes or apples)
- a miner's tamping bar for ramming packing in over a blasting charge
- an algorithm for removing inflectional and derivational endings in order to reduce word forms to a common stem
- a worker who makes or applies stems for artificial flowers
- a worker who strips the stems from moistened tobacco leaves and binds the leaves together into books