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Hits 1 – 9 of 9
1
Towards Interactive Language Modeling ...
ter Hoeve, Maartje
;
Kharitonov, Evgeny
;
Hupkes, Dieuwke
;
Dupoux, Emmanuel
. - : arXiv, 2021
Abstract:
Interaction between caregivers and children plays a critical role in human language acquisition and development. Given this observation, it is remarkable that explicit interaction plays little to no role in artificial language modeling -- which also targets the acquisition of human language, yet by artificial models. Moreover, an interactive approach to language modeling has the potential to make language models substantially more versatile and to considerably impact downstream applications. Motivated by these considerations, we pioneer the space of interactive language modeling. As a first contribution we present a road map in which we detail the steps that need to be taken towards interactive language modeling. We then lead by example and take the first steps on this road map, showing the initial feasibility of our approach. As such, this work aims to be the start of a larger research agenda on interactive language modeling. ...
Keyword:
Artificial Intelligence cs.AI
;
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://dx.doi.org/10.48550/arxiv.2112.11911
https://arxiv.org/abs/2112.11911
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2
Language Models Use Monotonicity to Assess NPI Licensing ...
Jumelet, Jaap
;
Denić, Milica
;
Szymanik, Jakub
. - : arXiv, 2021
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3
Language Modelling as a Multi-Task Problem ...
Weber, Lucas
;
Jumelet, Jaap
;
Bruni, Elia
. - : arXiv, 2021
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4
How BPE Affects Memorization in Transformers ...
Kharitonov, Eugene
;
Baroni, Marco
;
Hupkes, Dieuwke
. - : arXiv, 2021
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5
Causal Transformers Perform Below Chance on Recursive Nested Constructions, Unlike Humans ...
Lakretz, Yair
;
Desbordes, Théo
;
Hupkes, Dieuwke
. - : arXiv, 2021
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6
Sparse Interventions in Language Models with Differentiable Masking ...
De Cao, Nicola
;
Schmid, Leon
;
Hupkes, Dieuwke
. - : arXiv, 2021
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7
Language Models Use Monotonicity to Assess NPI Licensing ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
., Dieuwke
;
., Jakub
. - : Underline Science Inc., 2021
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8
Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Dieuwke
;
., Kate
. - : Underline Science Inc., 2021
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9
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Dieuwke
;
Jia, Robin
. - : Underline Science Inc., 2021
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