Learning to compose words into sentences with reinforcement learning

Learning to compose words into sentences with reinforcement learning

We use reinforcement learning to learn tree-structured neural networks for computing representations of natural language sentences. In contrast with prior work on tree-structured models in which the trees are either provided as input or predicted using supervision from explicit treebank annotations,...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Yogatama, D, Blunsom, P, Dyer, C, Grefenstette, E, Ling, W
Fformat:	Journal article
Cyhoeddwyd:	International Conference on Learning Representations 2017

Eitemau Tebyg

A convolutional neural network for modelling sentences
gan: Kalchbrenner, N, et al.
Cyhoeddwyd: (2014)

A Convolutional Neural Network for Modelling Sentences
gan: Kalchbrenner, N, et al.
Cyhoeddwyd: (2014)

Emergency of sentences reading composed by numerals and taught words
gan: José Gonçalves Medeiros, et al.
Cyhoeddwyd: (2007-11-01)

Generative and discriminative text classification with recurrent neural networks
gan: Yogatama, D, et al.
Cyhoeddwyd: (2017)

Learning Bilingual Word Representations by Marginalizing Alignments
gan: Kočiský, T, et al.
Cyhoeddwyd: (2014)

TEACHING DERIVATIONAL PROCESS TO COMPOSE PROPER SENTENCE
gan: Efransyah - efransyah
Cyhoeddwyd: (2019-04-01)

The neural noisy channel
gan: Yu, L, et al.
Cyhoeddwyd: (2017)

Sentence-based attention mechanisms in word learning: Evidence from a computational model
gan: Afra eAlishahi, et al.
Cyhoeddwyd: (2012-07-01)

Semantic parsing with semi-supervised sequential autoencoders
gan: Kočiský, T, et al.
Cyhoeddwyd: (2016)

Students' Grammatical Errors in Composing English Passive Sentences
gan: Siska Bochari, et al.
Cyhoeddwyd: (2020-12-01)

A Bayesian Model for Learning SCFGs with Discontiguous Rules
gan: Levenberg, A, et al.
Cyhoeddwyd: (2012)

A Bayesian Model for Learning SCFGs with Discontiguous Rules
gan: Levenberg, A, et al.
Cyhoeddwyd: (2012)

Letters, Words, Sentences, and Reading
gan: Jonathan Grainger
Cyhoeddwyd: (2024-08-01)

Learning Semantics and Selectional Preference of Adjective−Noun Pairs
gan: Hermann, K, et al.
Cyhoeddwyd: (2015)

Language as a latent variable: Discrete generative models for sentence compression
gan: Miao, Y, et al.
Cyhoeddwyd: (2016)

Cooperate to compete : composable planning and inference in multi-agent reinforcement learning
gan: Shum, Michael M
Cyhoeddwyd: (2018)

The effect of number and presentation order of high-constraint sentences on second language word learning
gan: Tengfei Ma, et al.
Cyhoeddwyd: (2016-09-01)

An introduction to English language : word, sound and sentence /
gan: 463645 Kuiper, Koenraad, et al.
Cyhoeddwyd: (2004)

Basic reading patterns : words and sentences/
gan: 179107 Doyle, Marvyl, et al.
Cyhoeddwyd: (1969)

Bilingual word recognition in a sentence context
gan: Eva eVan Assche, et al.
Cyhoeddwyd: (2012-06-01)

Concrete Sentence Spaces for Compositional Distributional Models of Meaning
gan: Grefenstette, E, et al.
Cyhoeddwyd: (2014)

Concrete Sentence Spaces for Compositional Distributional Models of Meaning
gan: Grefenstette, E, et al.
Cyhoeddwyd: (2011)

"Not not bad" is not "bad": A distributional account of negation
gan: Hermann, K, et al.
Cyhoeddwyd: (2013)

The Effect of Scramble Game Towards the Ability of Composing Sentences for Students with Intellectual Disability
gan: Noverita Surya Dewi, et al.
Cyhoeddwyd: (2017-01-01)

Prior Disambiguation of Word Tensors for Constructing Sentence Vectors
gan: Kartsaklis, D, et al.
Cyhoeddwyd: (2013)

Center and subordinate relationship in sentence and word expanders
gan: MUKHABBAT KURBANOVA, et al.
Cyhoeddwyd: (2023-12-01)

Omit needless words: Sentence length perception
gan: Nestor Matthews, et al.
Cyhoeddwyd: (2023-01-01)

Omit needless words: Sentence length perception.
gan: Nestor Matthews, et al.
Cyhoeddwyd: (2023-01-01)

AN Exploratory Analytical Study of Arabic Words and Sentences
gan: mohamed ali el-kohly
Cyhoeddwyd: (1978-01-01)

Relational Memory-Augmented Language Models
gan: Qi Liu, et al.
Cyhoeddwyd: (2022-05-01)

Discriminative Word Alignment with Conditional Random Fields
gan: Blunsom, P, et al.
Cyhoeddwyd: (2006)

Application of Word Square and Scramble Sentence Learning Model to Improve English Vocabulary for Elementary School Students
gan: Revita Salsabila, et al.
Cyhoeddwyd: (2022-09-01)

Short-Term Memory for Auditory Temporal Patterns and Meaningless Sentences Predicts Learning of Foreign Word Forms
gan: Elisabet Service, et al.
Cyhoeddwyd: (2022-04-01)

Representation learning for sentences and documents
gan: Zhao, Rui
Cyhoeddwyd: (2017)

Reinforcement Learning with Multi-Policy Movement Strategy for Weakly Supervised Temporal Sentence Grounding
gan: Shan Jiang, et al.
Cyhoeddwyd: (2024-10-01)

Compositional Morphology for Word Representations and Language Modelling
gan: Botha, J, et al.
Cyhoeddwyd: (2014)

Multilingual Distributed Representations without Word Alignment
gan: Hermann, K, et al.
Cyhoeddwyd: (2014)

Multilingual distributed representations without word alignment
gan: Hermann, K, et al.
Cyhoeddwyd: (2014)

A survey of reinforcement learning informed by natural language
gan: Luketina, J, et al.
Cyhoeddwyd: (2019)

Learning composable models of parameterized skills
gan: Kaelbling, Leslie Pack, et al.
Cyhoeddwyd: (2021)