SOTAVerified

Language Acquisition

Language acquisition refers to tasks related to the learning of a second language.

Papers

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Showing 1–25 of 522 papers

TitleStatusHype
Lexicon-Level Contrastive Visual-Grounding Improves Language ModelingCode1
Multilingual Mathematical AutoformalizationCode1
Visual Grounding Helps Learn Word Meanings in Low-Data RegimesCode1
CiwaGAN: Articulatory information exchangeCode1
BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language modelsCode1
Computational Language Acquisition with Theory of MindCode1
Call for Papers -- The BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpusCode1
Learning a Grammar Inducer from Massive Uncurated Instructional VideosCode1
YACLC: A Chinese Learner Corpus with Multidimensional AnnotationCode1
Word Acquisition in Neural Language ModelsCode1
A Grounded Approach to Modeling Generic Knowledge AcquisitionCode1
ADAM: A Sandbox for Implementing Language LearningCode1
Universal linguistic inductive biases via meta-learningCode1
Grounding Language to Autonomously-Acquired Skills via Goal GenerationCode1
An open-source voice type classifier for child-centered daylong recordingsCode1
Visually Grounded Continual Learning of Compositional PhrasesCode1
Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language ModelsCode1
Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven ExplorationCode1
A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable ContextCode1
Interactive Grounded Language Acquisition and Generalization in a 2D WorldCode1
Towards Developmentally Plausible Rewards: Communicative Success as a Learning Signal for Interactive Language Models—0
Exploring internal representation of self-supervised networks: few-shot learning abilities and comparison with human semantics and recognition of objects—0
"i am a stochastic parrot, and so r u": Is AI-based framing of human behaviour and cognition a conceptual metaphor or conceptual engineering?—0
Unsupervised Acquisition of Discrete Grammatical Categories—0
Spatio-Temporal Graph Neural Networks for Infant Language Acquisition Prediction—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Context Based ModelAUC0.82—Unverified