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Computational application of concept approximation
Semantic analysis (computational) within applied linguistics and computer science, is a composite of semantic analysis and computational components. Semantic
Semantic analysis (computational)
Semantic_analysis_(computational)
Topics referred to by the same term
analysis (computational) Semantic analysis (machine learning) Semantic Analysis (book), 1960, by Paul Ziff, on aesthetics/philosophy of language Semantic analytics
Semantic_analysis
Concept in natural language processing
Computational Linguistics. Pittsburgh. Guzzi, Pietro Hiram; Mina, Marco; Cannataro, Mario; Guerra, Concettina (2012). "Semantic similarity analysis of
Semantic_similarity
Natural language processing task
only semantic representations. Semantic parsing is one of the important tasks in computational linguistics and natural language processing. Semantic parsing
Semantic_parsing
Linguistic methodology
In linguistics, semantic analysis is the process of relating syntactic structures, from the levels of words, phrases, clauses, sentences and paragraphs
Semantic analysis (linguistics)
Semantic_analysis_(linguistics)
Technique in natural language processing
Latent semantic analysis (LSA) is a technique in natural language processing, in particular distributional semantics, of analyzing relationships between
Latent_semantic_analysis
Textual emotion detection method
Sentiment analysis (also known as opinion mining) is the use of natural language processing, text analysis, computational linguistics, and biometrics
Sentiment_analysis
Processing of natural language by a computer
semantics What is the computational meaning of individual words in context? Distributional semantics How can we learn semantic representations from data
Natural_language_processing
Use of computational tools for the study of linguistics
Computational linguistics is an interdisciplinary field concerned with the computational modelling of natural language, as well as the study of appropriate
Computational_linguistics
Semantic computing is a field of computing that combines elements of semantic analysis, natural language processing, data mining, knowledge graphs, and
Semantic_computing
Difference between two descriptions of an object by different linguistic representations
The semantic gap characterizes the difference between two descriptions of an object by different linguistic representations, for instance languages or
Semantic_gap
Field of linguistics
between distributional and semantic similarity can be operationalized in many different ways. There is a rich variety of computational models implementing distributional
Distributional_semantics
Type of memory referring to general world knowledge
whether they really use the same computational mechanisms. One of the more popular models is latent semantic analysis (LSA). In LSA, a T × D matrix is
Semantic_memory
Process of understanding a complex topic or substance
areas using a range of methods, including tools from computational linguistics that involve computational modelling, statistics, and modeling of natural language
Analysis
Method in natural language processing
notion of a semantic space with lexical items (words or multi-word terms) represented as vectors or embeddings is based on the computational challenges
Word_embedding
Meaning represented by natural language
Computational semantics is a subfield of computational linguistics. Its goal is to elucidate the cognitive mechanisms supporting the generation and interpretation
Computational_semantics
Meaningful representation of natural language
creating semantic spaces: latent semantic analysis and Hyperspace Analogue to Language. However, their adoption was limited by the large computational effort
Semantic_space
Ongoing series of evaluations of computational semantic analysis systems
SemEval (Semantic Evaluation) is an ongoing series of evaluations of computational semantic analysis systems; it evolved from the Senseval word sense
SemEval
Database model
A semantic data model (SDM) is a high-level semantics-based database description and structuring formalism (database model) for databases. This database
Semantic_data_model
Multidisciplinary endeavour
cognitive psychology, philosophy, and the arts (e.g., computational art as part of computational culture). Is the application of computer systems to emulate
Computational_creativity
Machine learning method for concept approximation
In machine learning, semantic analysis of a text corpus is the task of building structures that approximate concepts from a large set of documents. It
Semantic analysis (machine learning)
Semantic_analysis_(machine_learning)
Interdisciplinary field
(2020-01-29). "Computational opposition analysis using word embeddings: A method for strategising resonant informal argument". Argument & Computation. 10 (3):
Computational_semiotics
Analysing a string of symbols, according to the rules of a formal grammar
such as subject and predicate. Within computational linguistics the term is used to refer to the formal analysis by a computer of a sentence or other string
Parsing
Knowledge base that represents semantic relations between concepts in a network
grid Semantic lexicon Semantic similarity network Semantic neural network SemEval – an ongoing series of evaluations of computational semantic analysis systems
Semantic_network
"adulthood", which is what gives each its individual meaning. The analysis of semantic features is utilized in the field of linguistic semantics, more specifically
Semantic_feature
Study of meaning in language
Mind Computation. World Scientific. ISBN 978-981-314-582-5. Retrieved 2024-02-19. Smith, Edward E.; Rips, Lance J.; Shoben, Edward J. (1975). "Semantic Memory
Semantics
Analysis of computer programs without executing them
approaches to resource certification have been Static Analysis (SA) and Implicit Computational Complexity (ICC). SA is algorithmic in nature: it focuses
Static_program_analysis
Branch of applied mathematics
Semantic topology is a framework for discourse analysis that applies circuit topology to measure the semantic structure of sentence arrangements within a
Mathematical_linguistics
Family of views in the philosophy of mind
In philosophy of mind, the computational theory of mind (CTM), also known as computationalism, is a family of views that hold that the human mind is an
Computational_theory_of_mind
A semantic decomposition is an algorithm that breaks down the meanings of phrases or concepts into less complex concepts. The result of a semantic decomposition
Semantic decomposition (natural language processing)
Semantic_decomposition_(natural_language_processing)
Automatic analysis of syntactic structure of natural language
beyond computational grammar rules is needed to tell which parse is intended. Syntactic parsing is one of the important tasks in computational linguistics
Syntactic parsing (computational linguistics)
Syntactic_parsing_(computational_linguistics)
Linguistic theory of semantic description
Natural semantic metalanguage (NSM) is a linguistic theory that reduces lexicons down to a set of semantic primitives. It is based on the conception of
Natural_semantic_metalanguage
Branch of legal informatics
Computational law is the branch of legal informatics concerned with the automation of legal reasoning. What distinguishes Computational Law systems from
Computational_law
American computer scientist
or coauthored over 500 articles since 1998 on topics ranging from semantic analysis of text to lie detection. Her work has been cited over 50,000 times
Rada_Mihalcea
Evolution of a word's meaning
Semantic change (also semantic shift, semantic progression, semantic development, or semantic drift) is a form of language change regarding the evolution
Semantic_change
Computational lexicology is a branch of computational linguistics, which is concerned with the use of computers in the study of lexicon. It has been more
Computational_lexicology
Subfield of computational linguistics and natural language processing
Co-occurrence Computational linguistics Information retrieval Latent semantic analysis Latent semantic indexing Semantic analytics Semantic similarity Statistical
Statistical_semantics
Scientific study of language
linguistics and theoretical linguistics. Computational linguistics is an interdisciplinary field concerned with the computational modelling of natural language,
Linguistics
Extension of the Web to facilitate data exchange
The Semantic Web, sometimes known as Web 3.0, is an extension of the World Wide Web through standards set by the World Wide Web Consortium (W3C). The goal
Semantic_Web
Software that translates code from one programming language to another
operations, often called phases: preprocessing, lexical analysis, parsing, semantic analysis (syntax-directed translation), conversion of input programs
Compiler
Mathematical study of the meaning of programming languages
Computational semantics Formal semantics (logic) Formal semantics (linguistics) Ontology Ontology (information science) Semantic equivalence Semantic
Semantics (programming languages)
Semantics_(programming_languages)
Specification of a conceptualization
Ontology (SBO), for computational models in biology SWEET, Semantic Web for Earth and Environmental Terminology SSN/SOSA, The Semantic Sensor Network Ontology
Ontology (information science)
Ontology_(information_science)
Models used to produce word embeddings
Transactions of the Association for Computational Linguistics. 3. Transactions of the Association for Computational Linguistics: 211–225. doi:10.1162/tacl_a_00134
Word2vec
Research method for studying documents and communication artifacts
Computers are increasingly used in content analysis to automate the labeling (or coding) of documents. Simple computational techniques can provide descriptive
Content_analysis
Identification of which sense of a word is being used
distinct computational task during the early days of machine translation in the 1940s, making it one of the oldest problems in computational linguistics
Word-sense_disambiguation
a two-dimensional topographic semantic space as a distributional reference frame. The theory builds on the computational theory of the human cortex known
Semantic_folding
Abstract syntax representing expressions as graphs
In computer science, an abstract semantic graph (ASG) or term graph is a form of abstract syntax in which an expression of a formal or programming language
Abstract_semantic_graph
Type of convolutional neural network
(Nov 2014). "Fully Convolutional Networks for Semantic Segmentation". IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (4): 640–651. arXiv:1411
U-Net
(i.e., semantically and idiomatically) correct. Once the datasets are cleaned, they can then begin to be analyzed using exploratory data analysis. The process
Data_analysis
Loss of semantic memory, primarily in the verbal domain
In neurology, semantic dementia (SD), also known as semantic variant primary progressive aphasia (svPPA), is a progressive neurodegenerative disorder characterized
Semantic_dementia
Subfield of linguistic semantics
Lexical analysis Lexical chain Lexicalization Lexical markup framework Lexical verb Minimal recursion semantics Ontology Polysemy Semantic primes Semantic satiation
Lexical_semantics
that also set a framework for modern spelling and grammar analysis. In the early days of semantic analytics, obtaining a large enough reliable knowledge
Semantic_analytics
Signal processing computational method
In signal processing, independent component analysis (ICA) is a computational method for separating a multivariate signal into additive subcomponents
Independent component analysis
Independent_component_analysis
Theory of machine learning
bounds, computational learning theory studies the time complexity and feasibility of learning. In computational learning theory, a computation is considered
Computational_learning_theory
2018 text-generating language model
Cloze Test. GPT-1 improved on previous best-performing models by 4.2% on semantic similarity (or paraphrase detection), evaluating the ability to predict
GPT-1
Embedding of data within a manifold based on a similarity function
Induced topology Clustering algorithm Intrinsic dimension Latent semantic analysis Latent variable model Ordination (statistics) Manifold hypothesis
Latent_space
Principle in linguistics about meaning
related disciplines, the principle of compositionality (also known as semantic compositionalism) is the principle that the meaning of a complex expression
Principle_of_compositionality
data structures, computability, computational complexity, automata theory and formal languages: CCC - Computational Complexity Conference FCT – International
List of computer science conferences
List_of_computer_science_conferences
Representation in natural language processing
signal processing method for semantic analysis". 2015 IEEE 10th Jubilee International Symposium on Applied Computational Intelligence and Informatics
Sentence_embedding
Overview of and topical guide to natural language processing
entities (e.g. who is the wife of whom). Semantic analysis (computational) – formal analysis of meaning, and "computational" refers to approaches that in principle
Outline of natural language processing
Outline_of_natural_language_processing
Overview of and topical guide to machine learning
Intelligence International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics International Semantic Web Conference Iris flower data
Outline_of_machine_learning
Manipulation of data before it is analyzed
Pierantoni, Gabriele (2020). "Semantic Data Pre-Processing for Machine Learning Based Bankruptcy Prediction Computational Model". 2020 IEEE 22nd Conference
Data_preprocessing
Wiki that implements semantic web
A semantic wiki is a wiki that has an underlying model of the knowledge described in its pages. Regular, or syntactic, wikis have structured text and untyped
Semantic_wiki
language text from the semantic net. Also, important was the ability to work with complex abstractions and to prototype new analysis algorithms quickly.
LOLITA
Grouping a set of objects by similarity
graphical aid to the interpretation and validation of cluster analysis". Journal of Computational and Applied Mathematics. 20: 53–65. doi:10.1016/0377-0427(87)90125-7
Cluster_analysis
Philanthropy conception of meaning
the philosophers who grappled with this problem is Alfred Tarski, whose semantic theory is summarized further below in this article. For coherence theories
Meaning_(philosophy)
Finding information for an information need
incorporate semantic web technologies through the development of its Satori knowledge base. Academic analysis have highlighted Bing's semantic capabilities
Information_retrieval
Type of knowledge base
relationships underlying these entities. Since the development of the Semantic Web, knowledge graphs have often been associated with linked open data
Knowledge_graph
Analysis of social structures using network and graph theory
of Methods for Virtual Social Network Analysis". In Abraham, Ajith (ed.). Computational Social Network Analysis: Trends, Tools and Research Advances.
Social_network_analysis
Type of information retrieval using LLMs
RAG also reduces the need to retrain LLMs with new data, saving on computational and financial costs. Beyond efficiency gains, RAG also allows LLMs to
Retrieval-augmented generation
Retrieval-augmented_generation
Text corpus with tree annotations
annotates syntactic or semantic sentence structure. The construction of parsed corpora in the early 1990s revolutionized computational linguistics, which
Treebank
Phrase with a non-literal meaning
the semantically composite idiom spill the beans, meaning reveal a secret, contains both a semantic verb and object, reveal and secret. Semantically composite
Idiom
Smallest meaningful unit in a language
20th international conference on Computational Linguistics - COLING '04. Geneva, Switzerland: Association for Computational Linguistics. pp. 466–es. doi:10
Morpheme
Analysis of social and lingual policy, or historiographical discourse phenomena
Worldview "Discourse Analysis—What Speakers Do in Conversation". Linguistic Society of America. Retrieved 2019-11-25. "Yatsko's Computational Linguistics Laboratory"
Discourse_analysis
Numerical method that reduces the complexity of computationally intensive simulations
such as computational fluid dynamics and structural analysis (like crash simulations). Typically in fluid dynamics and turbulences analysis, it is used
Proper orthogonal decomposition
Proper_orthogonal_decomposition
Computational lexicon of English
WordNet is a lexical database of semantic relations between words that links words into semantic relations including synonyms, hyponyms, and meronyms
WordNet
Topical clustering method
Tamaki and Vempala in 1998. Another one, called probabilistic latent semantic analysis (PLSA), was created by Thomas Hofmann in 1999. Latent Dirichlet allocation
Topic_model
Computer scientist
Fellow of the Association for Computational Linguistics (ACL) "for significant contributions to multilingual lexical-semantic resources and a unifying vision
Roberto_Navigli
Study of relations between psychology and language
minimize effort and cognitive load. This is done without any input from semantic analysis or context-dependent information. Hence, in the sentence "The evidence
Psycholinguistics
Method of data analysis
numerical computational package, the function princomp computes principal component analysis, the function pca computes principal component analysis with standardized
Principal_component_analysis
Theorem in computability theory
Rice's theorem states that all non-trivial semantic properties of programs are undecidable. A semantic property is one about the program's behavior
Rice's_theorem
Study of literary data
different computational methods of analysing literary data, similar approaches also include macroanalysis, cultural analytics, computational formalism
Distant_reading
Archaeological sub-discipline
program, also falls under the term 'computational archaeology'. Other examples of computational archaeology include semantic approach towards machine learning
Computational_archaeology
Display of humor using words
this field must wait until computational linguists have succeeded in programming a computer with an ontological semantic natural language processing
Joke
Process of analysing text to extract information from it
Quantitative text analysis: a set of techniques stemming from the social sciences where either a human judge or a computer extracts semantic or grammatical
Text_mining
Automatic creation of ontologies
taxonomy construction Computational linguistics Domain ontology Information extraction Natural language understanding Semantic Web Text mining P. Buitelaar
Ontology_learning
Subtopic of natural language processing in artificial intelligence
of context, each with specific strengths and weaknesses. Computational semantics Computational linguistics Discourse representation theory Deep linguistic
Natural language understanding
Natural_language_understanding
Computer science discipline
caching semantic parsing answer presentation[further explanation needed] knowledge representation and semantic entailment social media analysis[further
Question_answering
British linguist and academic
science in 1985. She stayed at Edinburgh for her doctoral research on semantic analysis. Her research investigates the semantics of communicative actions
Alex_Lascarides
Method of deriving an ontology
concept analysis finds practical application in fields including data mining, text mining, machine learning, knowledge management, semantic web, software
Formal_concept_analysis
Problem setup in machine learning
fields: image classification semantic segmentation image generation object detection natural language processing computational biology abstract reasoning
Zero-shot_learning
Computer interface design concept
In computer science, the semantic desktop is a collective term for ideas related to changing a computer's user interface and data handling capabilities
Semantic_desktop
Recurrent neural network architecture
dependencies in the input sequences. The problem with classic RNNs is computational (or practical) in nature: when training a classic RNN using back-propagation
Long_short-term_memory
Reverse-engineering neural networks
of the Association for Computational Linguistics: Human Language Technologies. Atlanta, Georgia: Association for Computational Linguistics. pp. 746–751
Mechanistic_interpretability
American computer scientist
natural language processing and computational linguistics, specifically information extraction, sentiment analysis, semantic class induction, and bootstrapping
Ellen_Riloff
Type of machine learning model
Annual Meeting on Association for Computational Linguistics - ACL '01. Morristown, NJ, USA: Association for Computational Linguistics: 26–33. doi:10.3115/1073012
Large_language_model
Words or phrases of the same meaning
synonym in prose Semantic equivalence (linguistics) Synonym (taxonomy) Synonymy in Japanese Synset, a set of synonyms in computational linguistics Thesauri
Synonym
Structuring text as input to generative artificial intelligence
". Findings of the Association for Computational Linguistics: EMNLP 2023. Singapore: Association for Computational Linguistics: 9210–9232. arXiv:2311
Prompt_engineering
Class of modern grammatical theories
predicate. Often, semantic dependencies overlap with and point in the same direction as syntactic dependencies. At times, however, semantic dependencies can
Dependency_grammar
Analysis of a sentence which first identifies constituent parts of sentences
account and thus compose chunks in such a way that they better reflect the semantic relations between the basic constituents. That is, these more advanced
Shallow_parsing
SEMANTIC ANALYSIS-COMPUTATIONAL
SEMANTIC ANALYSIS-COMPUTATIONAL
Girl/Female
Hindu
Close inspection, A review, Analysis
Girl/Female
Latin
Graced with God's bounty.
Girl/Female
Hindu
Analysis
Girl/Female
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Telugu
Early Winter; Born in the Hemant Season
Girl/Female
Indian
Winter, Early winter
Girl/Female
Indian
Analysis
Girl/Female
Hindu
Parting line, A white rose
Girl/Female
Hindu
Analysis
Girl/Female
Tamil
Samiksha | ஸமீகà¯à®·à®¾
Analysis
Samiksha | ஸமீகà¯à®·à®¾
Girl/Female
Indian, Sanskrit
Flower
Girl/Female
Indian, Telugu
Review; Analysis
Girl/Female
Tamil
Sumiksha | ஸà¯à®®à¯€à®•à¯à®·à®¾Â
Close inspection, A review, Analysis
Sumiksha | ஸà¯à®®à¯€à®•à¯à®·à®¾Â
Girl/Female
Hindu, Indian
Analyses
Girl/Female
Hindu, Indian, Kannada, Malayalam, Marathi, Telugu
Parting Line
Girl/Female
Muslim
Analysis
Girl/Female
Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Telugu
A White Rose
Girl/Female
Tamil
Sameeksha | ஸமீகà¯à®·à®¾Â
Analysis
Sameeksha | ஸமீகà¯à®·à®¾Â
Girl/Female
Hindu
Parting line, A white rose
Girl/Female
Hindu
Analysis
Girl/Female
Tamil
Sameksha | ஸமேகà¯à®·à®¾
Analysis
SEMANTIC ANALYSIS-COMPUTATIONAL
SEMANTIC ANALYSIS-COMPUTATIONAL
Girl/Female
Indian, Telugu
Flower
Boy/Male
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Telugu
Kamdev; Cupid
Girl/Female
Hindu, Indian
Beauty
Surname or Lastname
English (of Norman origin)
English (of Norman origin) : habitational name from Cahaignes in Eure, France, or Cahaynes in Calvados, France, both probably named with a Celtic element meaning ‘juniper bush’.
Girl/Female
Assamese, Danish, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Sindhi, Telugu
Young; Beautiful
Girl/Female
Tamil
Arundathi | à®…à®°à¯à®£à®¾à®¤à®¤à¯€
Wife of great sage vashishtha, One who is not restrained, Fidelity, A star
Boy/Male
Tamil
Krishnadeva | கரஷà¯à®¨à®¤à¯‡à®µà®¾Â
Lord Krishna
Boy/Male
Hindu, Indian, Marathi, Sanskrit
A Priest
Boy/Male
Bengali, Gujarati, Hindu, Indian, Malayalam, Marathi, Telugu
Owner of Gajendra
Boy/Male
Indian, Telugu
Brightness
SEMANTIC ANALYSIS-COMPUTATIONAL
SEMANTIC ANALYSIS-COMPUTATIONAL
SEMANTIC ANALYSIS-COMPUTATIONAL
SEMANTIC ANALYSIS-COMPUTATIONAL
SEMANTIC ANALYSIS-COMPUTATIONAL
pl.
of Analysis
n.
The separation of a compound substance, by chemical processes, into its constituents, with a view to ascertain either (a) what elements it contains, or (b) how much of each element is present. The former is called qualitative, and the latter quantitative analysis.
a.
Of or pertaining to the style of the Christian and popular literature of the Middle Ages, as opposed to the classical antique; of the nature of, or appropriate to, that style; as, the romantic school of poets.
n.
A journey or expedition up from the coast, like that of the younger Cyrus into Central Asia, described by Xenophon in his work called "The Anabasis."
n.
The science of blowpipe analysis.
n.
Alt. of Analyser
a.
Romantic.
n.
Chemical analysis.
a.
Romantic.
a.
Falsely romantic.
a.
Of or pertaining to romance; involving or resembling romance; hence, fanciful; marvelous; extravagant; unreal; as, a romantic tale; a romantic notion; a romantic undertaking.
n.
A process by which reaction occurs in the presence of certain agents which were formerly believed to exert an influence by mere contact. It is now believed that such reactions are attended with the formation of an intermediate compound or compounds, so that by alternate composition and decomposition the agent is apparenty left unchanged; as, the catalysis of making ether from alcohol by means of sulphuric acid; or catalysis in the action of soluble ferments (as diastase, or ptyalin) on starch.
a.
Of or pertaining to the body as a whole; corporeal; as, somatic death; somatic changes.
a.
Of or pertaining to the wall of the body; somatopleuric; parietal; as, the somatic stalk of the yolk sac of an embryo.
n.
Synthesis as opposed to analysis.
n.
The science of analysis.
a.
Entertaining ideas and expectations suited to a romance; as, a romantic person; a romantic mind.
n.
One who analyzes; formerly, one skilled in algebraical geometry; now commonly, one skilled in chemical analysis.
a.
Characterized by strangeness or variety; suggestive of adventure; suited to romance; wild; picturesque; -- applied to scenery; as, a romantic landscape.
a.
Of or pertaining to analysis; resolving into elements or constituent parts; as, an analytical experiment; analytic reasoning; -- opposed to synthetic.