SOTAVerified

Language Acquisition

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

Papers

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Showing 1–50 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
A General Close-loop Predictive Coding Framework for Auditory Working Memory—0
BAMBI: Developing Baby Language Models for Italian—0
Towards Data-Efficient Language Models: A Child-Inspired Approach to Language Learning—0
Aligning Sentence Simplification with ESL Learner's Proficiency for Language AcquisitionCode0
Grammar Control in Dialogue Response Generation for Language Learning ChatbotsCode0
Developmentally-plausible Working Memory Shapes a Critical Period for Language Acquisition—0
Advancing Student Writing Through Automated Syntax Feedback—0
Children's Acquisition of Tail-recursion Sequences: A Review of Locative Recursion and Possessive Recursion as Examples—0
Fair Knowledge Tracing in Second Language Acquisition—0
Developmental Predictive Coding Model for Early Infancy Mono and Bilingual Vocal Continual Learning—0
Acquisition of Recursive Possessives and Recursive Locatives in Mandarin—0
Searching for Structure: Investigating Emergent Communication with Large Language Models—0
Measuring Grammatical Diversity from Small Corpora: Derivational Entropy Rates, Mean Length of Utterances, and Annotation Invariance—0
ZhoBLiMP: a Systematic Assessment of Language Models with Linguistic Minimal Pairs in ChineseCode0
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs—0
From Babble to Words: Pre-Training Language Models on Continuous Streams of PhonemesCode0
Less is More: Pre-Training Cross-Lingual Small-Scale Language Models with Cognitively-Plausible Curriculum Learning StrategiesCode0
Generative linguistics contribution to artificial intelligence: Where this contribution lies?—0
Generalizations across filler-gap dependencies in neural language modelsCode0
Generative AI, Pragmatics, and Authenticity in Second Language Learning—0
From Babbling to Fluency: Evaluating the Evolution of Language Models in Terms of Human Language AcquisitionCode0
Can Language Models Induce Grammatical Knowledge from Indirect Evidence?—0
Small Language Models Also Work With Small Vocabularies: Probing the Linguistic Abilities of Grapheme- and Phoneme-Based Baby Llamas—0
Leveraging Open-Source Large Language Models for Native Language Identification—0
Visually Grounded Speech Models for Low-resource Languages and Cognitive Modelling—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Context Based ModelAUC0.82—Unverified