Afra Alishahi

Trans. Assoc. Comput. Linguistics, 2022

2021

ZR-2021VG: Zero-Resource Speech Challenge, Visually-Grounded Language Modelling track, 2021 edition.

[BibT_eX]

[DOI]

CoRR, 2021

Discrete representations in neural models of spoken language.

[BibT_eX]

[DOI]

Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

2020

Active Word Learning through Self-supervision.

[BibT_eX]

[DOI]

Alireza Mahmoudi Kamelabad

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Learning to Understand Child-directed and Adult-directed Speech.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Analyzing analytical methods: The case of phonology in neural models of spoken language.

[BibT_eX]

[DOI]

Bertrand Higy

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Analyzing and interpreting neural networks for NLP: A report on the first BlackboxNLP workshop.

[BibT_eX]

[DOI]

Tal Linzen

Nat. Lang. Eng., 2019

Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Curious Topics: A Curiosity-Based Model of First Language Word Learning.

[BibT_eX]

[DOI]

Daan Keijser

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Correlating Neural and Symbolic Representations of Language.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

On the difficulty of a distributional semantics of spoken language.

[BibT_eX]

[DOI]

CoRR, 2018

Lessons Learned in Multilingual Grounded Language Learning.

[BibT_eX]

[DOI]

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Revisiting the Hierarchical Multiscale LSTM.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

Representation of Linguistic Form and Function in Recurrent Neural Networks.

[BibT_eX]

[DOI]

Comput. Linguistics, 2017

Encoding of phonology in a recurrent neural model of grounded speech.

[BibT_eX]

[DOI]

Marie Barking

Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Representations of language in a model of visually grounded speech signal.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

A connectionist model for automatic generation of child-adult interaction patterns.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

Distributional determinants of learning argument structure constructions in first and second language.

[BibT_eX]

[DOI]

Ad Backus

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Learning language through pictures.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Lingusitic Analysis of Multi-Modal Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Fourth Workshop on Vision and Language, 2015

2014

Learning word meanings from images of natural scenes.

[BibT_eX]

[DOI]

Trait. Autom. des Langues, 2014

Isolating second language learning factors in a computational study of bilingual construction acquisition.

[BibT_eX]

[DOI]

Ad Backus

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

The impact of emerging knowledge of linguistic structure on word learning.

[BibT_eX]

[DOI]

Eva van den Bemd

Maria Mos

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013

Computational Modeling as a Methodology for Studying Human Language Learning.

[BibT_eX]

[DOI]

Proceedings of the Cognitive Aspects of Computational Language Acquisition, 2013

Gradual Acquisition of Verb Selectional Preferences in a Bayesian Model.

[BibT_eX]

[DOI]

Suzanne Stevenson

Proceedings of the Cognitive Aspects of Computational Language Acquisition, 2013

Automatic generation of naturalistic child-adult interaction data.

[BibT_eX]

[DOI]

Paul Vogt

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Computational simulations of second language construction learning.

[BibT_eX]

[DOI]

Ad Backus

Proceedings of the Fourth Annual Workshop on Cognitive Modeling and Computational Linguistics, 2013

2012

Concurrent Acquisition of Word Meaning and Lexical Categories.

[BibT_eX]

[DOI]

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011

Robust Semantic Analysis for Unseen Data in FrameNet.

[BibT_eX]

[DOI]

Alexis Palmer

Caroline Sporleder

Proceedings of the Recent Advances in Natural Language Processing, 2011

The Onset of Syntactic Bootstrapping in Word Learning: Evidence from a Computational Study.

[BibT_eX]

[DOI]

Pirita Pyykkönen

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

2010

Computational Modeling of Human Language Acquisition

[BibT_eX]

[DOI]

Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02140-4, 2010

A Probabilistic Computational Model of Cross-Situational Word Learning.

[BibT_eX]

[DOI]

Afsaneh Fazly

Suzanne Stevenson

Cogn. Sci., 2010

Online Entropy-Based Model of Lexical Category Acquisition.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

2009

Computational Modeling of Human Language Acquisition.

[BibT_eX]

[DOI]

Proceedings of the ACL 2009, Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint Conference on Natural Language Processing of the AFNLP, 2 August 2009, Singapore., 2009

2008

A Probabilistic Model of Early Argument Structure Acquisition.

[BibT_eX]

[DOI]

PhD thesis, 2008

A Computational Model of Early Argument Structure Acquisition.

[BibT_eX]

[DOI]