Challenges and applications of large language models

J Kaddour, J Harris, M Mozes, H Bradley… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) went from non-existent to ubiquitous in the machine
learning discourse within a few years. Due to the fast pace of the field, it is difficult to identify …

Good-enough language production

AE Goldberg, F Ferreira - Trends in Cognitive Sciences, 2022 - cell.com
Our ability to comprehend and produce language is one of humans' most impressive skills,
but it is not flawless. We must convey and interpret messages via a noisy channel in ever …

Using large language models to simulate multiple humans and replicate human subject studies

GV Aher, RI Arriaga, AT Kalai - International Conference on …, 2023 - proceedings.mlr.press
We introduce a new type of test, called a Turing Experiment (TE), for evaluating to what
extent a given language model, such as GPT models, can simulate different aspects of …

Right for the wrong reasons: Diagnosing syntactic heuristics in natural language inference

RT McCoy, E Pavlick, T Linzen - arXiv preprint arXiv:1902.01007, 2019 - arxiv.org
A machine learning system can score well on a given test set by relying on heuristics that
are effective for frequent example types but break down in more challenging cases. We …

Understanding heritage languages

M Polinsky, G Scontras - Bilingualism: Language and cognition, 2020 - cambridge.org
With a growing interest in heritage languages from researchers of bilingualism and linguistic
theory, the field of heritage-language studies has begun to build on its empirical …

The now-or-never bottleneck: A fundamental constraint on language

MH Christiansen, N Chater - Behavioral and brain sciences, 2016 - cambridge.org
Memory is fleeting. New material rapidly obliterates previous material. How, then, can the
brain deal successfully with the continual deluge of linguistic input? We argue that, to deal …

[图书][B] Psychology of reading

K Rayner, A Pollatsek, J Ashby, C Clifton Jr - 2012 - taylorfrancis.com
Reading is a highly complex skill that is prerequisite to success in many societies in which a
great deal of information is communicated in written form. Since the 1970s, much has been …

[图书][B] The psychology of language: From data to theory

TA Harley - 2013 - taylorfrancis.com
The Psychology of Language is a thorough revision and update of the popular second
edition. It contains everything the student needs to know about the psychology of language …

[图书][B] Psychology of language.

DW Carroll - 1986 - psycnet.apa.org
My goal in writing this book has been to convey the principles and issues of
psycholinguistics in a straightforward and accessible manner. The field, although principally …

Good-enough representations in language comprehension

F Ferreira, KGD Bailey… - Current directions in …, 2002 - journals.sagepub.com
People comprehend utterances rapidly and without conscious effort. Traditional theories
assume that sentence processing is algorithmic and that meaning is derived …