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Enseñar y aprender matemáticas en lengua indígena. La experiencia del proyecto T'arhexperakua en Michoacán, México
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| 22 |
Soziale Arbeit als Arbeit am Gemeinwesen: Ein theoretischer Begründungsrahmen
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May, Michael. - : Verlag Barbara Budrich, 2022. : DEU, 2022. : Opladen, 2022
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In: 14 ; Beiträge zur Sozialraumforschung ; 192 (2022)
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Relational Urbanisation, Resilience, Revolution: Beirut as a Relational City?
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In: Urban Planning ; 7 ; 1 ; 183-192 ; Urbanisation, Crisis, and Resilience: The Multiple Dimensions of Urban Transformation in Beirut, Lebanon (2022)
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| 24 |
Planning Adaptation: Accommodating Complexity in the Built Environment
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In: Urban Planning ; 7 ; 1 ; 44-55 ; City as Flux: Interrogating the Changing Nature of Urban Change (2022)
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| 25 |
Planificación lingüística y desarrollo de lenguas minoritarias ; Language Planning and Minority Language Development
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In: RILCE 37.2 (2021): 547-66 (2022)
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| 26 |
Data-to-text generation with neural planning
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Abstract:
In this thesis, we consider the task of data-to-text generation, which takes non-linguistic structures as input and produces textual output. The inputs can take the form of database tables, spreadsheets, charts, and so on. The main application of data-to-text generation is to present information in a textual format which makes it accessible to a layperson who may otherwise find it problematic to understand numerical figures. The task can also automate routine document generation jobs, thus improving human efficiency. We focus on generating long-form text, i.e., documents with multiple paragraphs. Recent approaches to data-to-text generation have adopted the very successful encoder-decoder architecture or its variants. These models generate fluent (but often imprecise) text and perform quite poorly at selecting appropriate content and ordering it coherently. This thesis focuses on overcoming these issues by integrating content planning with neural models. We hypothesize data-to-text generation will benefit from explicit planning, which manifests itself in (a) micro planning, (b) latent entity planning, and (c) macro planning. Throughout this thesis, we assume the input to our generator are tables (with records) in the sports domain. And the output are summaries describing what happened in the game (e.g., who won/lost, ., scored, etc.). We first describe our work on integrating fine-grained or micro plans with data-to-text generation. As part of this, we generate a micro plan highlighting which records should be mentioned and in which order, and then generate the document while taking the micro plan into account. We then show how data-to-text generation can benefit from higher level latent entity planning. Here, we make use of entity-specific representations which are dynam ically updated. The text is generated conditioned on entity representations and the records corresponding to the entities by using hierarchical attention at each time step. We then combine planning with the high level organization of entities, events, and their interactions. Such coarse-grained macro plans are learnt from data and given as input to the generator. Finally, we present work on making macro plans latent while incrementally generating a document paragraph by paragraph. We infer latent plans sequentially with a structured variational model while interleaving the steps of planning and generation. Text is generated by conditioning on previous variational decisions and previously generated text. Overall our results show that planning makes data-to-text generation more interpretable, improves the factuality and coherence of the generated documents and re duces redundancy in the output document.
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Keyword:
data-to-text generation; latent entity planning; long-form text; redundancy reduction
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URL: https://hdl.handle.net/1842/38869
https://doi.org/10.7488/era/2123
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| 27 |
Community-based pain programs commissioned by primary health networks: key findings from an online survey and consultation with program managers
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In: Australian Journal of Primary Health (2022)
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| 28 |
Towards a taxonomy of arguments for and against street renaming: Exploring the discursive embedding of street name changes in the Leipzig cityscape
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| 29 |
Η επίδραση των κοινωνικών μέσων δικτύωσης στον σχεδιασμό ενός ταξιδιού: Ταξιδιωτική πρόθεση και αντίληψη κινδύνου κατά τη διάρκεια της πανδημίας
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| 30 |
Planning Adaptation: Accommodating Complexity in the Built Environment
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| 31 |
Linguistic Complexity and Planning Effects on Word Duration in Hindi Read Aloud Speech
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In: Proceedings of the Society for Computation in Linguistics (2022)
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| 32 |
Participation and deliberation in language policy: the case of gender-neutral language
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In: Erdocia, Iker orcid:0000-0003-2459-1346 (2021) Participation and deliberation in language policy: the case of gender-neutral language. Current Issues in Language Planning . ISSN 1466-4208 (2021)
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| 33 |
A Cross-Linguistic Study of Individual Differences in Speech Planning
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In: ISSN: 1664-1078 ; Frontiers in Psychology ; https://halshs.archives-ouvertes.fr/halshs-03228522 ; Frontiers in Psychology, Frontiers, 2021, 12, pp.655516. ⟨10.3389/fpsyg.2021.655516⟩ (2021)
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| 34 |
Explicit Representations of Persistency for Propositional Action Theories
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In: Journées Francophones Francophones Planification, Décision et Apprentissage ; https://hal.archives-ouvertes.fr/hal-03249121 ; Journées Francophones Francophones Planification, Décision et Apprentissage, Jun 2021, Bordeaux, France (2021)
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| 35 |
The Respiratory Foundations of Spoken Language
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In: EISSN: 2333-9691 ; Annual Review of Linguistics ; https://hal.archives-ouvertes.fr/hal-02986713 ; Annual Review of Linguistics, Annual Reviews, 2021, 7 (1), pp.13-30. ⟨10.1146/annurev-linguistics-031720-103907⟩ ; https://doi.org/10.1146/annurev-linguistics-031720-103907 (2021)
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| 36 |
Heavy Load-Bearing Modernity: A Cultural Geology of Albert Speer’s Berlin/Germania
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| 37 |
Description of the linguistic expressions of fractions
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In: https://hal.archives-ouvertes.fr/hal-03428096 ; 2021 (2021)
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| 38 |
Traductologie, terminologie et traduction
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In: https://hal.archives-ouvertes.fr/hal-03161204 ; Classiques Garnier, 2021, Collection Translatio, 978-2-406-11223-5 ; https://classiques-garnier.com/ (2021)
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| 39 |
Producing climate boundary maps using GIS interface model designed with Python ...
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| 40 |
Producing climate boundary maps using GIS interface model designed with Python ...
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