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Sparse Non-negative Matrix Language Modeling [PDF]
Transactions of the Association for Computational Linguistics, 2022 We present Sparse Non-negative Matrix (SNM) estimation, a novel probability estimation technique for language modeling that can efficiently incorporate arbitrary features. We evaluate SNM language models on two corpora: the One Billion Word Benchmark and a subset of the LDC English Gigaword corpus.
Joris Pelemans +2 more
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Explainable natural language processing with matrix product states
New Journal of Physics, 2022 Despite empirical successes of recurrent neural networks (RNNs) in natural language processing (NLP), theoretical understanding of RNNs is still limited due to intrinsically complex non-linear computations.
Jirawat Tangpanitanon +5 more
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When Can Matrix Query Languages Discern Matrices? [PDF]
, 2020 We investigate when two graphs, represented by their adjacency matrices, can be distinguished by means of sentences formed in MATLANG, a matrix query language which supports a number of elementary linear algebra operators.
Geerts, Floris
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Clausal-Internal Switching in Urdu-English: An Evaluation of the Matrix Language Frame Model
REiLA, 2021 The core of this paper is to employ the Matrix Language Frame (MLF) model on Urdu-English clausal-internal switching to identify whether the Matrix Language Frame model potentially accounts for the bilingual linguistic competence efficiently. For this, a
Asad Ali +5 more
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CODE-SWITCHING: STUDY ON THE SPEECH OF INDONESIAN JAVANESE EDUCATED BILINGUALS
Lire Journal, 2021 The present study aims to investigate the code-switching applied by educated bilinguals. It is a quantitative and qualitative study. The data were collected from the participants doing Master and doctoral degrees at several universities in Melbourne ...
Sudarsono Sudarsono
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Anales de Filología Francesa, 2021 L’objectif de cet article est d’interroger les pratiques langagières de la diaspora marocaine en situation de contact sur les réseaux sociaux numériques. En effet, les membres de cette communauté en ligne, dans leurs interactions langagières écrites sur
Mourad EL BAROUDI
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Early code-switches in young Russian bilingual siblings
Russian Language Studies, 2023 The number of bilinguals and multilinguals of all age groups, including the youngest ones, constantly grows in many countries of the world, which explains the topicality of the study.
Galina N. Chirsheva
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Chinese fingerspelling recognition via gray-level co-occurrence matrix and fuzzy support vector machine [PDF]
EAI Endorsed Transactions on e-Learning, 2021 INTRODUCTION: Chinese deaf-mutes communicate in their native language, Chinese sign language which contains gesture language and finger language.
Yalan Gao +3 more
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Teaching students a professional foreign language using digital technologies
Вестник Тамбовского университета. Серия: Гуманитарные науки, 2022 The development of professional foreign language communicative competence in all the variety of components is one of the goals of teaching a professional foreign language to students of non-linguistic programmes and specialties in universities.
I. S. Nikolaenko +2 more
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On the Expressiveness of LARA: A Unified Language for Linear and Relational Algebra [PDF]
, 2020 We study the expressive power of the Lara language - a recently proposed unified model for expressing relational and linear algebra operations - both in terms of traditional database query languages and some analytic tasks often performed in machine ...
+3 more
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