SeamlessM4T
SeamlessM4T is a multilingual, multitask model designed to enhance communication and understanding across languages in various digital applications.
Semantic Search
Semantic search is an information retrieval method that interprets the meaning, intent, and context behind a user’s query to deliver more accurate and relevant results.
Semantic Similarity
Semantic similarity is a measure of how much two sets of information are alike in meaning.
Semantics
Semantics is the study of meaning in language, encompassing words, phrases, and sentences.
Sentence
A sentence is a set of words that convey a complete thought and typically contains a subject and a predicate.
Sentence Embeddings
Sentence embeddings are vector representations of entire sentences that capture their meaning, context, and semantic relationships for use in machine learning and natural language processing tasks.
Sentence-BERT
Sentence-BERT is a model designed to generate sentence embeddings using a transformer-based architecture.
SentencePiece
SentencePiece is an unsupervised text tokenizer and detokenizer used to preprocess text data for machine learning models.
Sentiment Analysis
Sentiment analysis is the use of artificial intelligence to identify and measure emotions, opinions, or attitudes expressed in text.
Sequence Length
Sequence length is the total number of elements or characters in a given set or string.
Silver Standard
Silver standard is a monetary system in which the value of a country's currency or paper money is directly linked to a specific quantity of silver.
SimCSE
SimCSE is a state-of-the-art framework for learning sentence embeddings through contrastive learning.
Simile
A simile is a figure of speech that compares two different things using the words "like" or "as."
Simplification
Simplification is the process of making something less complex or easier to understand.
Sino-Tibetan
Sino-Tibetan is a major language family that includes languages spoken in East Asia, Southeast Asia, and parts of South Asia.
Skip-gram
Skip-gram is a neural network-based model used to learn word representations by predicting surrounding words within a text corpus.
Slang
Slang is informal language often used by specific groups to express unique cultural or social identities.
Slot Filling
Slot Filling is a natural language processing technique used to extract structured information from text.
SMOG
SMOG is a readability formula used to estimate the years of education a person needs to understand a piece of writing.
Sociolect
A sociolect is a variety of language used by a specific social group.
Soft Prompt
A soft prompt is a subtle cue or suggestion designed to guide user behavior or interaction without being overtly directive.
Soundex
Soundex is a phonetic algorithm designed to index names by their sound when pronounced in English.
Spacy
Spacy is an open-source software library for advanced natural language processing (NLP) in Python.
Span Extraction
Span Extraction is a natural language processing task that involves identifying and extracting a specific segment of text from a given passage or document.
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