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Term used in machine learning
In machine learning, the term stochastic parrot is a metaphor that frames large language models as systems that statistically mimic text without real
Stochastic_parrot
American linguist
[citation needed] In 2021, Bender presented a paper, "On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜" co-authored with Google researcher
Emily_M._Bender
AI that generates content
Retrieval-augmented generation – Type of information retrieval using LLMs Stochastic parrot – Term used in machine learning Banh, Leonardo; Strobel, Gero (2023)
Generative_AI
Randomly determined process
problem itself may be stochastic as well, as in planning under uncertainty. Large language models have been described as stochastic parrots. The financial markets
Stochastic
Type of machine learning model
remixing and recombining existing writing", a phenomenon known as stochastic parrot, or they point to the deficits existing LLMs continue to have in prediction
Large_language_model
Collection of random variables
Stochastic cellular automaton Random field Randomness Stationary process Statistical model Stochastic calculus Stochastic control Stochastic parrot Stochastic
Stochastic_process
Computational model used in machine learning
Quantum neural network Support vector machine Spiking neural network Stochastic parrot Tensor product network Topological deep learning Hardesty L (14 April
Neural network (machine learning)
Neural_network_(machine_learning)
Type of large language model
McMillan-Major, Angelina; Shmitchell, Shmargaret (2021). On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?. Proceedings of the 2021 ACM Conference
Generative pre-trained transformer
Generative_pre-trained_transformer
Conversational software
chatbots Multi-agent system Social bot Software agent Software bot Stochastic parrot Technological unemployment Twitterbot Mauldin, Michael (1994), "ChatterBots
Chatbot
will result in unwanted consequences AI-related Word of the Year: stochastic parrot Most Creative Word of the Year: Kenaissance: renaissance in the wake
List of American Dialect Society's Words of the Year
List_of_American_Dialect_Society's_Words_of_the_Year
Social humanoid robot
Techtopia Fashion Show. ELIZA effect Ethics of artificial intelligence Stochastic parrot Stranger in a Strange Land Greshko, Michael (18 May 2018). "Meet Sophia
Sophia_(robot)
Literary technique of rearranging text
Dissociated press Found poetry Lexical analysis Melitzah Plunderphonics Stochastic parrot Surrealist techniques Vocabularyclept poetry "manifestos: dada manifesto
Cut-up_technique
Eritrean computer scientist (born 1982/3)
coauthored a paper on the risks of large language models (LLMs) acting as stochastic parrots, and submitted it for publication. According to Jeff Dean, head of
Timnit_Gebru
Branch of machine learning
learning Reservoir computing Scale space and deep learning Sparse coding Stochastic parrot Topological deep learning Schulz, Hannes; Behnke, Sven (November 2012)
Deep_learning
Counterintuitive result in probability
go wrong Normal number – Number with all digits equally frequent Stochastic parrot – Term used in machine learning Texas sharpshooter fallacy – Statistical
Infinite_monkey_theorem
Family of views in the philosophy of mind
reality Stimulus–response model – Conceptual framework in psychology Stochastic parrot – Term used in machine learning Adaptive systems – Systems that can
Computational_theory_of_mind
Thought experiment on artificial intelligence
Additionally, they refute common skeptical challenges, such as the "stochastic parrots" argument and concerns over memorization, asserting that LLMs exhibit
Chinese_room
Artificial intelligence model paradigm
Angelina; Shmitchell, Shmargaret (1 March 2021). "On the Dangers of Stochastic Parrots: Can Language Models be Too Big? 🦜". Proceedings of the 2021 ACM
Foundation_model
International nonprofit research institute
authors of one of the papers cited in FLI's letter, "On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?" including Emily M. Bender, Timnit
Future_of_Life_Institute
2020 text-generating language model
Angelina; Shmitchell, Shmargaret (March 3, 2021). On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?. FAccT '21: Proceedings of the 2021
GPT-3
American computer scientist
Angelina; Shmitchell, Shmargaret (March 2021). "On the dangers of stochastic parrots: Can language models be too big?" (PDF). Proceedings of the 2021 ACM
Margaret_Mitchell_(scientist)
Meaningless computer-generated text
email, will not return a meaningful score. Scraper site Spamdexing Stochastic parrot Kenner, Hugh; O'Rourke, Joseph (November 1984). "A Travesty Generator
Inauthentic_text
American businessman
her supporters. Gebru was a co-author of a paper On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? the publication of which resulted
Michael_Lissack
Species of bird
orange-bellied parrot (Neophema chrysogaster) is a small parrot endemic to southern Australia, and one of only three[citation needed] species of parrot that migrate
Orange-bellied_parrot
Litigation History of Google Ireland as a tax haven No Tech for Apartheid Stochastic parrot Surveillance capitalism The Creepy Line Who Owns the Future? Levine
Criticism_of_Google
Deep learning artificial intelligence research team
departure was her refusal to retract a paper entitled "On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?" and a related ultimatum she made
Google_Brain
Digital advocacy non-profit organization
Angelina; Shmitchell, Shmargaret (March 3, 2021). "On the Dangers of Stochastic Parrots: Can Language Models be Too Big?". Proceedings of the 2021 ACM Conference
Algorithmic_Justice_League
Introduced species that harms its new environment
Angelina; Shmitchell, Shmargaret (March 1, 2021). "On the Dangers of Stochastic Parrots: Can Language Models be Too Big? 🦜". Proceedings of the 2021 ACM
Invasive_species
Retrieved 2023-05-16. Among the research cited was "On the Dangers of Stochastic Parrots", a well-known paper co-authored by Margaret Mitchell, who previously
List of open letters by academics
List_of_open_letters_by_academics
Forms of communication via digital mediums
Angelina; Shmitchell, Shmargaret (March 1, 2021). "On the Dangers of Stochastic Parrots: Can Language Models be Too Big? 🦜". Proceedings of the 2021 ACM
Digital_rhetoric
Large bird of prey
López-López, P., & Urios, V. (2008). Incorporating spatial structure and stochasticity in endangered Bonelli's eagle's population models: implications for
Bonelli's_eagle
2024 American anti-immigration allegations
conspiracy theories promoted by Donald Trump Rhetoric of Donald Trump Stochastic terrorism – Probabilistic link between public rhetoric and ideologically
Springfield_pet-eating_hoax
Diagram that shows all possible logical relations between a collection of sets
diagram. Living creatures that have two legs and can fly—for example, parrots—are then in both sets, so they correspond to points in the region where
Venn_diagram
Acts of robbery or criminality at sea
2021. Adams, Cecil (October 12, 2007). "Why are pirates depicted with a parrot on their shoulder? What's the origin of the skull and crossbones pirate
Piracy
stoch- aim Greek στόχος (stókhos), στοχαστικός (stokhastikós), στόχασμα stochastic stom- mouth Greek στόμα, στόματος (stóma, stómatos) anastomosis, anastomotic
List of Greek and Latin roots in English/P–Z
List_of_Greek_and_Latin_roots_in_English/P–Z
General-purpose programming language
April 2016. Retrieved 24 September 2011. "Python on the Nokia N900". Stochastic Geometry. 29 April 2010. Archived from the original on 20 June 2019. Retrieved
Python_(programming_language)
Species of songbird
development, introduced predators (including cats, rats, dogs and hogs) and stochastic processes that, because of the oriole's small population size, increase
Bahama_oriole
prevalence of prostitution under the influence of poverty: A deterministic vs. stochastic approach". Applied Mathematics and Computation. 485 129030. doi:10.1016/j
Prostitution_in_Iran
Hans-Georg (September 2008). "Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions". The Annals of Applied
List of datasets for machine-learning research
List_of_datasets_for_machine-learning_research
Grammatical category for new or contrastive information
parrot f] f] foc Because there is no rule in (14) or (15) that licenses F-marking to the direct object from any other node, the direct object parrot must
Focus_(linguistics)
(1955–1962), which was written with the help of an IBM 7090 computer using stochastic algorithms, Tetras (1983), a work in nine sections, Tetora (1990), and
List of string quartet composers
List_of_string_quartet_composers
Free-radical aging theory
American: 49–52. Poovathingal SK, Gruber J, Halliwell B, Gunawan R (2009). "Stochastic drift in mitochondrial DNA point mutations: a novel perspective ex silico"
Free-radical_theory_of_aging
Paleolithic Revolution. Rather, reasons for the extinctions listed here are stochastic abiotic events such as bolide impacts, climate changes due to orbital
List_of_fossil_bird_genera
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