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Generative Adversarial Imitation Learning (GAIL)

less than 1 minute read

Published: September 29, 2023

USC QNLP

less than 1 minute read

Published: November 30, 2022

QNLP is a nascent field of research which deals with quantum computers to solve NLP problems. Our group has been working on the design and implementation of NLP models intended to be run on quantum hardware, along with literature review

Syntax Tree Node Types

3 minute read

Published: November 06, 2022

Node	Descriptions
S (sentence)	a syntactic unit that consists of one or more clauses, contains a subject and a predicate, and expresses a proposition
NP (noun phrase)	a phrase composed of a noun as its head and the optional modifiers and determiners of the noun; alternatively may be composed of a single pronoun
VP (verb phrase)	a phrase composed of a verb as its head and including all the dependents of the verb, such as direct and indirect objects, adverbials, and subject complements
AdjP (adjective phrase)	a phrase composed of an adjective as its head and the optional modifiers of the adjective; serves as a modifier of noun phrases
AdvP (adverb phrase)	a phrase composed of an adverb as its head and optional modifiers of the adverb; serves as a modifier of a verb or a clause
PP (prepositional phrase)	a phrase composed of a preposition and its required complement, which must be a noun phrase
N (noun)	any member of a class of words refer to people, objects, concepts, and ideas; can be inflected number, gender, and/or case; serves as the subject of a clause or an object of a verb or preposition
V (verb)	a member of the word class that expresses actions or events; can be inflected for tense, aspect, mood, etc. functions as the main word in the predicate of a clause
DET (determiner)	a word (such as an article, possessive, demonstrative, or quantifier) that expresses the reference, including specificity and quantity, of a noun phrase
pro (pronoun)	a member of the functional word class that functions like a noun and can substitute for a noun phrase in a clause
ADJ (adjective)	a member of the word class whose function is to specify the properties and attributes of a noun it modifies
ADV (adverb)	a member of the word class whose function is to modify such properties of verbs and clauses as time, place, manner, attitude, purpose, etc
DEG (degree word)	typically, an adverb whose function is to modify the head of an adjective or adverb phrase; “very” is a canonical degree word
P (preposition)	a word that precedes noun phrases and expresses the relationship between this noun phrase and another element of the clause
CONJ (conjunction)	a word that syntactically links words or larger constituents and expresses a semantic relationship between them COOR (Coordinating conjunction) - links words or larger constituents of equal syntactic value SUBORD (Subordinating conjunction) - links clauses in such a manner that one of them becomes a constituent of another
COMP (complementizer)	a conjunction that marks a complement or subordinate clause
TNS (Tense)	a verbal category that deictically refers to the time of the action or event expressed in the verb
PERF (Perfect Aspect)	a verbal category, and indicating that the action or event expressed by the said verb occurs prior to a specific point in time
AUX (Auxiliary (verb))	a functional verbal category that accompanies a lexical verb and expresses grammatical distinctions not carried by the said verb, such as tense, aspect, person, number, mood, etc