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Hits 7.441 – 7.453 of 7.453

7441
PANACEA: LREC 2012, EC Projects Session
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7442
PANACEA: Language Technology Days. Luxembourg, 22/23 March 2010
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7443
Living a discrete life in a continuous world: reference with distributed representations
Boleda, Gemma; Baroni, Marco; Pham, Nghia The; Padó, Sebastian. - : ACL (Association for Computational Linguistics)
Abstract: Comunicació presentada a IWCS 2017, celebrat a Montpellier (França) del 19 al 22 de setembre de 2017. ; Reference is the crucial property of language that allows us to connect linguistic expressions to the world. Modeling it requires handling both continuous and discrete aspects of meaning. Data-driven models excel at the former, but struggle with the latter, and the reverse is true for symbolic models. We propose a fully data-driven, end-toend trainable model that, while operating on continuous multimodal representations, learns to organize them into a discrete-like entity library. We also introduce a referential task to test it, cross-modal tracking. Our model beats standard neural network architectures, but is outperformed by some parametrizations of Memory Networks, another model with external memory. ; This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No 715154; AMORE); Marie Sklodowska-Curie grant agreement No 655577 (LOVe); DFG (SFB 732, Project D10); and Spanish MINECO (grant FFI2013-41301-P).
Keyword: Computational Linguistics; Computational semantics; Distributed representations; Natural Language Processing; Reference; Semantics
URL: http://hdl.handle.net/10230/32699
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7444
Creació d’un programa d’anàlisi i etiquetatge de noms propis en la premsa anglesa
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7445
A semantic model of selective dissemination of information for digital libraries
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7446
AMORE-UPF at SemEval-2018 Task 4: BiLSTM with entity library
Westera, Matthijs; Silberer, Carina; Aina, Laura. - : ACL (Association for Computational Linguistics)
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7447
Distributional vectors encode referential attributes
Gupta, Abhijeet; Boleda, Gemma; Padó, Sebastian. - : ACL (Association for Computational Linguistics)
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7448
Convolutional neural network language models
Boleda, Gemma; Pham, Nghia The; Kruszewski, German. - : ACL (Association for Computational Linguistics)
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7449
A Hybrid approach for biomedical relation extraction using finite state automata and random forest-weighted fusion
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7450
“Show me the cup”: reference with continuous representations
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7451
The LAMBADA dataset: word prediction requiring a broad discourse context
Kruszewski, German; Fernandez, Raquel; Baroni, Marco. - : ACL (Association for Computational Linguistics)
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7452
Uso de corpora comparáveis para filtrar dicionários bilíngues gerados por transitividade ; Using comparable corpora to filter bilingual dictionaries generated by transitivity
Gamallo Otero, Pablo. - : Pontifícia Universidade Católica de São Paulo
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7453
Interactive Visualizations of Natural Language
Collins, Christopher. - NO_RESTRICTION
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