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Deep linguistic processing is a natural language processing framework which draws on theoretical and descriptive linguistics. It models language predominantly
Deep_linguistic_processing
Processing of natural language by a computer
Natural language processing (NLP) is the processing of natural language information by a computer. NLP is a subfield of computer science and is closely
Natural_language_processing
Collaborative linguistics project
language processing tools for deep linguistic processing of human language. The goal of DELPH-IN is to combine linguistic and statistical processing methods
DELPH-IN
Overview of and topical guide to natural language processing
induction – Corpus processing – Automatic acquisition of lexicon – Text normalization – Text simplification – Deep linguistic processing – Discourse analysis
Outline of natural language processing
Outline_of_natural_language_processing
Framework for describing natural languages' syntax
DELPH-IN: Open-Source Deep Processing English Resource Grammar and Lexicon Berthold Crysmann JacyTop - Deep Linguistic Processing with HPSG (DELPH-IN)
Head-driven phrase structure grammar
Head-driven_phrase_structure_grammar
Statistical model of language
portal Artificial intelligence and elections Cache language model Deep linguistic processing Ethics of artificial intelligence Factored language model Generative
Language_model
Topics referred to by the same term
computational linguists worldwide developing natural language processing tools for deep linguistic processing of human language MV Delphin, a cruise ship owned by
Delphin_(disambiguation)
Branch of machine learning
circuits called deep learning processors were designed to speed up deep learning algorithms. Deep learning processors include neural processing units (NPUs)
Deep_learning
Architecture of early generative grammar
Chomskyan tradition of transformational generative grammar. The deep structure of a linguistic expression is a theoretical construct that seeks to unify several
Deep structure and surface structure
Deep_structure_and_surface_structure
Subtopic of natural language processing in artificial intelligence
linguistics Discourse representation theory Deep linguistic processing History of natural language processing Information extraction Mathematica Natural
Natural language understanding
Natural_language_understanding
Theoretical framework in linguistics
In Research on Language and Computation. 3:281–332 "LogonTop - Deep Linguistic Processing with HPSG". DELPH-IN. 2013-07-30. Retrieved 2015-10-13. "English
Minimal_recursion_semantics
Mental process of relating a perceived word to other words of similar meaning
allows for a deeper processing. Therefore, semantic processing produces memory traces that last longer than those produced by shallow processing, since shallow
Semantic_processing
language use; application to automatic language processing, and more particularly to deep linguistic processing, in particular through the development of parsers
Lexicon-grammar
French linguist (1934–2001)
such collection are useful for natural language processing and in particular for deep linguistic processing. Gross's students include Alain Guillet, Christian
Maurice_Gross
20th-century dispute among American linguists
of linguistic items while transformations apply to and manipulate deep structure but sometimes alter the meaning. Generative semantics' model deep structure:
Linguistics_wars
processing of music in the brain, certain findings lead to the question of whether music is based on a syntax that could be compared with linguistic syntax
Musical_syntax
1965 book by Noam Chomsky
Aspects of the Theory of Syntax (known in linguistic circles simply as Aspects) is a book on linguistics written by American linguist Noam Chomsky, first
Aspects of the Theory of Syntax
Aspects_of_the_Theory_of_Syntax
Pseudoscientific approach to psychotherapy
Neuro-linguistic programming (NLP) is a pseudoscientific approach to communication, personal development, and psychotherapy that first appeared in Richard
Neuro-linguistic_programming
Algorithm for modelling sequential data
State-of-the-Art Natural Language Processing". Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations. pp
Transformer_(deep_learning)
American linguist
linguistics where traditional discrete linguistic structures have proved inadequate, as well as incremental sentence processing in psycholinguistics. In work with
Paul_Smolensky
American linguist
natural language processing. She has published several papers on the risks of large language models and on ethics in natural language processing and co-authored
Emily_M._Bender
Mental process dealing with knowledge
For example, these processes occur when reading an article, as sensory input about the text is acquired and preexisting linguistic knowledge is retrieved
Cognition
Right to choose one's own language
Linguistic rights are the human and civil rights concerning the individual and collective right to choose the language or languages for communication in
Linguistic_rights
Use of computational tools for the study of linguistics
language, as well as the study of appropriate computational approaches to linguistic questions. In general, computational linguistics draws upon linguistics
Computational_linguistics
Method or disciplinary lens for treating linked data
In natural language processing, linguistics, and neighboring fields, Linguistic Linked Open Data (LLOD) describes a method and an interdisciplinary community
Linguistic_Linked_Open_Data
Method in natural language processing
In natural language processing, a word embedding is a representation of a word. The embedding is used in text analysis. Typically, the representation is
Word_embedding
Discrimination on the basis of language of an individual
discriminatory practices based on linguistic characteristics. Consequently, linguistic discrimination can be understood as a phenomenon deeply rooted in societal beliefs
Linguistic_discrimination
Use of language resources for discrimination
In the terminology of linguistic anthropology, linguistic racism, both spoken and written, is a mechanism that perpetuates discrimination, marginalization
Linguistic_racism
Theory of the biological component of the language faculty
learning and processing mechanisms, so that "apparently arbitrary aspects of linguistic structure may result from general learning and processing biases deriving
Universal_grammar
Preferring a language variety as purer
Linguistic purism or linguistic protectionism is a concept with two common meanings: one with respect to foreign languages and the other with respect
Linguistic_purism
2017 research paper by Google
). 31st Conference on Neural Information Processing Systems (NIPS). Advances in Neural Information Processing Systems. Vol. 30. Curran Associates, Inc
Attention_Is_All_You_Need
described using behaviours because this linguistic description promotes deeper and more systematic processing which highlights the individuals’ stereotype
Linguistic_intergroup_bias
Google division dedicated to AI
Google AI is a subsidiary of Google DeepMind dedicated to artificial intelligence (AI). It was announced at Google I/O 2017 by CEO Sundar Pichai. This
Google_AI
Determining an author's first language
technique Language education – Process and practice of acquiring a language Natural language processing – Processing of natural language by a computer
Native-language identification
Native-language_identification
Theoretical linguistic framework
Meaning–text theory (MTT) is a theoretical linguistic framework, first put forward in Moscow by Aleksandr Žolkovskij and Igor Mel’čuk, for the construction
Meaning–text_theory
Structuring text as input to generative artificial intelligence
structure, and linguistic properties. Some studies have shown up to 76 accuracy points across formatting changes in few-shot settings. Linguistic features significantly
Prompt_engineering
Realistic artificially generated media
Deepfakes (a portmanteau of 'deep learning' and 'fake') are images, videos, or audio that have been edited or generated using artificial intelligence,
Deepfake
Type of neural network output and associated scoring function
Processing Systems. Vol. 21. Neural Information Processing Systems (NIPS) Foundation. pp. 545–552. "2000 HUB5 English Evaluation Speech - Linguistic Data
Connectionist temporal classification
Connectionist_temporal_classification
Descriptive language model developed by Eldon G. Lytle
Grammar as a Base for Natural Language Processing.” First published in LINGUISTIC SYMPOSIUM: AUTOMATED LANGUAGE PROCESSING, 9 April 1974. Republished in JUNCTION
Junction_grammar
Australian-American computer scientist (born 1965)
Natural Language Processing (1999) and Introduction to Information Retrieval (2008), and his course CS224N Natural Language Processing with Deep Learning, which
Christopher_D._Manning
Text corpus with tree annotations
tags. In turn, treebanks are sometimes enhanced with semantic or other linguistic information. Treebanks can be created completely manually, where linguists
Treebank
Discipline combining linguistics, psychology and cognitive science
theories. Their defining characteristic is the guiding assumption that linguistic patterns are patterns of conceptualization. Thus, cognitive linguists
Cognitive_linguistics
Linguistics approach / theory
Instead, usage-based models propose that linguistic information is expressed via context-sensitive mental processing and mental representations, which have
Usage-based models of language
Usage-based_models_of_language
Type of AI with wide-ranging abilities
them access to the world those words refer to. ... [T]hey are engines of linguistic automation, not engines of understanding." (p. 81.) Roivainen, Eka, "AI's
Artificial general intelligence
Artificial_general_intelligence
Earliest model of generative grammar
in a language has two levels of representation: a deep structure and a surface structure. The deep structure represents a sentence's core semantic relations
Transformational_grammar
chunking and parsing. Artificial Linguistic Internet Computer Entity (A.L.I.C.E.), a natural language processing chatterbot. ChatGPT, a chatbot built
List of artificial intelligence projects
List_of_artificial_intelligence_projects
Educational model of human intelligence
define overall processing efficiency, such as speed of processing, executive functions, working memory, and meta-cognitive processes underlying self-awareness
Theory of multiple intelligences
Theory_of_multiple_intelligences
Type of machine learning model
neural network trained on a vast amount of text for natural language processing tasks, especially language generation. LLMs can typically generate, summarize
Large_language_model
Linguistic theory giving noun phrases semantic roles
language processing task to automatically determine thematic roles Lexical function Subcategorization Dahl, Östen. "Lectures on linguistic complexity"
Thematic_relation
Interaction between different languages
Language contact occurs when speakers of two or more languages or linguistic varieties interact with and influence each other. The study of language contact
Language_contact
Reverse-engineering neural networks
ISSN 1879-4920. Mikolov, Tomas; Yih, Wen-tau; Zweig, Geoffrey (June 2013). "Linguistic Regularities in Continuous Space Word Representations". In Vanderwende
Mechanistic_interpretability
Artificial intelligence model paradigm
millions of dollars to cover the expenses of acquiring, curating, and processing massive datasets, as well as the compute power required for training.
Foundation_model
Time scales on the billions of years
Deep time is the concept of geological time that spans billions of years, far beyond the scale of human experience. It provides the temporal framework
Deep_time
Cognitive process independent of the senses
information processing conceptions. Thus, thought is considered as the result of mechanisms that are responsible for the representation and processing of information
Thought
Artificial production of human speech
other systems render symbolic linguistic representations like phonetic transcriptions into speech. The reverse process is speech recognition. Synthesized
Speech_synthesis
Lack of confidence about one's way of speaking
Linguistic insecurity comprises feelings of anxiety, self-consciousness, or lack of confidence in the mind of speakers surrounding their use of language
Linguistic_insecurity
Overview of and topical guide to linguistics
linguistics – application of linguistic theory to the field of Speech-Language Pathology Computational linguistics – the study of linguistic issues in a way that
Outline_of_linguistics
Online dictionary
translation and external linguistic resources". 2018 2nd International Conference on Natural Language and Speech Processing (ICNLSP). pp. 1–6. doi:10
Almaany
and training models, Broadway for distributed processing pipelines, Membrane for image and video processing, Livebook for prototyping and publishing notebooks
List of programming languages for artificial intelligence
List_of_programming_languages_for_artificial_intelligence
Concept in information theory
"What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity". Proceedings of Deep Learning Inside Out (DeeLIO): The
Perplexity
Term used in machine learning
learn. The paper states that LLMs are "stitching together sequences of linguistic forms ... observed in its vast training data, according to probabilistic
Stochastic_parrot
Natural language processing task
shallow semantic processing, which do not aim to produce complete formal meanings. In computer vision, semantic parsing is a process of segmentation for
Semantic_parsing
Textual emotion detection method
analysis (also known as opinion mining) is the use of natural language processing, text analysis, computational linguistics, and biometrics to systematically
Sentiment_analysis
Pedagogical approach
in response to target language input or processing. Nunan concludes that target tasks may be non-linguistic. He defines pedagogical task as a classroom
Task-based_language_teaching
How humans use words to communicate
psycholinguistics, language processing refers to the way humans use words to communicate ideas and feelings, and how such communications are processed and understood
Language processing in the brain
Language_processing_in_the_brain
Process of learning a second language
research spans cognitive, social, and linguistic perspectives: Cognitive approaches investigate memory and attention processes. Sociocultural theories emphasize
Second-language_acquisition
Meaning not derived from linguistic signs
Non-linguistic (or pre-linguistic) meaning is a type of meaning not mediated or perceived through linguistic signs. In linguistics, the concept is used
Meaning_(non-linguistic)
Multidisciplinary endeavour
Lee have developed knowledge-based approaches to the processing of metaphors, either at a linguistic level or a logical level. Tony Veale and Yanfen Hao
Computational_creativity
Principle that observable language change processes also operated historically
"that knowledge of processes that operated in the past can be inferred by observing ongoing processes in the present." It is the linguistic adaptation of a
Uniformitarian principle (linguistics)
Uniformitarian_principle_(linguistics)
In linguistics, conformity with grammar
linguistics, well-formedness is the quality of a clause, word, or other linguistic element that conforms to the grammar of the language of which it is a
Well-formedness
Frege and Bertrand Russell were pivotal figures in analytic philosophy's "linguistic turn". These writers were followed by Ludwig Wittgenstein (Tractatus
Philosophy_of_language
Lectures series on music and theory given by Leonard Bernstein
include linguistic material such as words, clauses, and sentences. The transformational process can be represented by a transformation from deep structure
The Unanswered Question (lecture series)
The_Unanswered_Question_(lecture_series)
View of linguistics
grammar broke the Saussurean unity of the linguistic sign because the semantic module is said to interact with deep structure instead of surface structure
Structural_linguistics
Concept in natural language processing
Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Hong Kong, China:
Semantic_similarity
Inability to comprehend or formulate language
(January 2011). "Remediation of language processing in aphasia: Improving activation and maintenance of linguistic representations in (verbal) short-term
Aphasia
Taboo involving restrictions on language
taboo, also called taboo language, offensive word, language taboo or linguistic taboo is a kind of taboo that involves restricting the use of words or
Word_taboo
Tree in formal language theory
sentences in natural languages (see natural language processing), as well as during processing of computer languages, such as programming languages.
Parse_tree
Display of humor using words
with an ontological semantic natural language processing system. It is only "the most complex linguistic structures [which] can serve any formal and/or
Joke
Visual representation of the spectrum of frequencies of a signal as it varies with time
Schuster (2021). "Multi-channel spectrograms for speech processing applications using deep learning methods". Pattern Analysis and Applications. 24 (2):
Spectrogram
Misleading environmental marketing claims
power of the consumer to influence companies toward greener manufacturing processes and business operations. Greenwashing covers up unsustainable corporate
Greenwashing
Process which assigns captioning to a digital image
image annotation (also known as automatic image tagging or linguistic indexing) is the process by which a computer system automatically assigns metadata
Automatic_image_annotation
Crescent-shaped linguistic zone in France
The Croissant (Occitan: lo Creissent; French: le Croissant) is a linguistic transitional zone between the Langue d'oc (also referred to as Occitan) dialects
Croissant_(linguistic_zone)
Research tradition in linguistics
about the mental processes that allow humans to use language. Like other approaches in linguistics, generative grammar engages in linguistic description rather
Generative_grammar
Type of machine translation
substantially, but in general they follow the same pattern: they apply sets of linguistic rules which are defined as correspondences between the structure of the
Transfer-based machine translation
Transfer-based_machine_translation
#EED9C4 93% 85% 77% 30° 55% 85% 18% 93% Crayola[citation needed] Amaranth deep purple #9F2B68 62% 17% 41% 328° 57% 40% 73% 62% Maerz and Paul[citation needed]
List_of_colors:_A–F
Family of theories within the field of cognitive linguistics
cognitive linguistics which posit that constructions, or learned pairings of linguistic patterns with meanings, are the fundamental building blocks of human language
Construction_grammar
"Southwestern". Ethnologue. Retrieved 29 June 2020. Niclas Burenhult. "Deep linguistic prehistory with particular reference to Andamanese" (PDF). Working
Languages_of_India
Degree of a language's spelling-sound correspondence
support a word recognition process that involves the language phonology. In contrast, deep orthographies encourage a reader to process printed words by referring
Orthographic_depth
Effort to promote an endangered language or revive a dead language
cited as reasons why language revitalization is necessary to preserve linguistic diversity. Culture and identity are also frequently cited reasons for
Language_revitalization
American linguist (born 1938)
(1977) President, Linguistic Society of America (2000) Fellow, American Academy of Arts and Sciences (2013) Perlmutter, David M. (1971). Deep and Surface Structure
David_M._Perlmutter
Stable natural languages that have developed from a pidgin
Complexity and Riau Indonesian", Linguistic Typology, 5: 325–371 Good, Jeff (2004), "Tone and accent in Saramaccan: Charting a deep split in the phonology of
Creole_language
Field of linguistics
methods for quantifying and categorizing semantic similarities between linguistic items based on their distributional properties in large samples of language
Distributional_semantics
1966 book by Noam Chomsky
sound/character of a linguistic sign and its significance. Semantic and phonetic interpretation may not be identical in Cartesian linguistics. Deep structures are
Cartesian_Linguistics
Branch of linguistics concerned with how to express a given concept
focus on word-formation processes) is Pavol Stekauer. The most important instruments for historical onomasiologists are: Linguistic atlases Etymological
Onomasiology
Automatic Translation Evaluation Model
language bias problem. Some metrics rely on a lot of language features or linguistic information, which makes it difficult for other researchers to repeat
LEPOR
Disorders that involve the processing of linguistic information
from damage to the left hemisphere of the brain, that affects language processing. Aphasia may be caused by a stroke, traumatic brain injury, or various
Language_disorder
Extraction of named entity mentions in unstructured text into pre-defined categories
Named Entity Recognition". Speech and language processing: an introduction to natural language processing, computational linguistics, and speech recognition
Named-entity_recognition
American psychologist (1942–2011)
symbolic artificial intelligence, and parallel distributed processing. He also admired formal linguistic approaches to cognition, and explored the possibility
David_Rumelhart
Academic journal
in Contrast Generative linguistics Linguistic Inquiry Linguistic typology Linguistic Typology Syntax Syntax (journal) Linguistic morphology Morphology
Journal of Language Relationship
Journal_of_Language_Relationship
Chemical element with atomic number 82 (Pb)
the pyrometallurgical processes, very pure lead can be obtained by processing smelted lead electrolytically using the Betts process. Anodes of impure lead
Lead
DEEP LINGUISTIC-PROCESSING
DEEP LINGUISTIC-PROCESSING
Female
English
English unisex short form of longer names beginning with the letter "D." In some cases, it may be of Scottish origin, associated with the River Dee, possibly DEE means "dark water." Short form of English Deena, meaning "dean, head, leader."
Surname or Lastname
English
English : occupational name for a jailer or someone employed at a keep or castle, Middle English kepe.Americanized spelling of German Kiep, from a short form of the old personal name Gebolf, from a Germanic personal name composed of the elements geb ‘gift’ + wolf ‘wolf’. Compare Gebhardt.
Surname or Lastname
Indian (northern states)
Indian (northern states) : Hindu name meaning ‘lamp’, from Sanskrit dīpa. It occurs commonly as the final element of compound personal names, e.g. in Kuldeep ‘light of the family’. Subsequently, it appears to have evolved into a surname.English : presumably from the adjective deep, either a topographic name for someone who lived in a deep valley, or perhaps a nickname for a ‘deep’, thoughtful person.
Male
English
English unisex short form of longer names beginning with the letter "D." In some cases, it may be of Scottish origin, associated with the River Dee, possibly DEE means "dark water." Compare with strictly feminine Dee.
Girl/Female
Assamese, Bengali, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sindhi, Telugu, Traditional
Deep
Boy/Male
Indian
Lover
Girl/Female
Indian, Sikh
Lotus in the Lamp of Light
Boy/Male
Assamese, Bengali, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Oriya, Punjabi, Sanskrit, Sikh, Sindhi, Tamil, Telugu, Traditional
Superior to Infinity; A Lamp
Boy/Male
Hindu
A lamp, Beautiful
Boy/Male
Indian, Modern
Powerful Man
Girl/Female
Indian, Traditional
God Writes
Boy/Male
Hindu
Divine, Divine luster, Heavenly
Surname or Lastname
English and Irish
English and Irish : variant of Dean.Dutch : ethnic name for a Dane, Middle Dutch Deen.
Boy/Male
Hindu, Indian
Deep
Surname or Lastname
English
English : variant spelling of Dear.Scottish : habitational name from (Old and New) Deer in Aberdeenshire.Hungarian : variant of Dér, from the secular personal name.
Boy/Male
Hindu
A name of Sai baba
Boy/Male
Indian
Lamp, Light of the holy word
Girl/Female
Indian, Punjabi, Sikh
The Lamp of Light
Girl/Female
Tamil
Indrina | இநà¯à®¤à¯à®°à®¿à®¨à®¾
Deep
Indrina | இநà¯à®¤à¯à®°à®¿à®¨à®¾
Boy/Male
Sikh
Lamp, Light of the holy word (1)
DEEP LINGUISTIC-PROCESSING
DEEP LINGUISTIC-PROCESSING
Boy/Male
Muslim/Islamic
Name of one of the narrators of hadith
Boy/Male
Indian, Tamil
Bare; Depend
Girl/Female
Tamil
Smitakshi | ஸà¯à®®à®¿à®¤à®¾à®•à¯à®·à¯€
The girl who possess calmness in her eyes...and has the capacity to express her feelings through her eyes
Boy/Male
British, English, German
A Compound of the Words Giant and Peace; From the Old English Name Hunfrith; Peace; Diminutive of Humphrey
Girl/Female
Arabic, Muslim, Sindhi
Poetess
Boy/Male
Tamil
Cupid
Girl/Female
Indian, Traditional
Protector of Self
Girl/Female
Hindu
Boy/Male
Indian
Leader, Ruler, Ameer
Boy/Male
Irish
from Sean.
DEEP LINGUISTIC-PROCESSING
DEEP LINGUISTIC-PROCESSING
DEEP LINGUISTIC-PROCESSING
DEEP LINGUISTIC-PROCESSING
DEEP LINGUISTIC-PROCESSING
a.
Rising to the knees; knee-high; as, water or snow knee-deep.
superl.
Strongly colored; dark; intense; not light or thin; as, deep blue or crimson.
adv.
In a linguistic manner; from the point of view of a linguist.
a.
Of or pertaining to the deeper parts of the sea; as, a deep-sea line (i. e., a line to take soundings at a great depth); deep-sea lead; deep-sea soundings, explorations, etc.
a.
Having a deep waist, as when, in a ship, the poop and forecastle are much elevated above the deck.
a.
Deep as from the breast to the feet; as high as the breast.
a.
Of or pertaining to language; relating to linguistics, or to the affinities of languages.
v. i.
To remain in any position or state; to continue; to abide; to stay; as, to keep at a distance; to keep aloft; to keep near; to keep in the house; to keep before or behind; to keep in favor; to keep out of company, or out reach.
superl.
Extending far back from the front or outer part; of great horizontal dimension (measured backward from the front or nearer part, mouth, etc.); as, a deep cave or recess or wound; a gallery ten seats deep; a company of soldiers six files deep.
superl.
Profound; thorough; complete; unmixed; intense; heavy; heartfelt; as, deep distress; deep melancholy; deep horror.
superl.
Extending far below the surface; of great perpendicular dimension (measured from the surface downward, and distinguished from high, which is measured upward); far to the bottom; having a certain depth; as, a deep sea.
a.
Laid deeply; formed with cunning and sagacity; as, deep-laid plans.
v. t.
To continue in, as a course or mode of action; not to intermit or fall from; to hold to; to maintain; as, to keep silence; to keep one's word; to keep possession.
superl.
Low in situation; lying far below the general surface; as, a deep valley.
a.
Alt. of Linguistical
superl.
Hard to penetrate or comprehend; profound; -- opposed to shallow or superficial; intricate; mysterious; not obvious; obscure; as, a deep subject or plot.
a.
Sunk to the knees; as, men knee-deep in water.
v. t.
To supply with necessaries of life; to entertain; as, to keep boarders.
n.
That which is deep, especially deep water, as the sea or ocean; an abyss; a great depth.