TY - GEN A1 - Zarriess, Sina A1 - Schlangen, David T1 - Objects of Unknown Categories T2 - The 57th Annual Meeting of the Association for Computational Linguistics N2 - Zero-shot learning in Language & Vision is the task of correctly labelling (or naming) objects of novel categories. Another strand of work in L&V aims at pragmatically informative rather than "correct" object descriptions, e.g. in reference games. We combine these lines of research and model zero-shot reference games, where a speaker needs to successfully refer to a novel object in an image. Inspired by models of "rational speech acts", we extend a neural generator to become a pragmatic speaker reasoning about uncertain object categories. As a result of this reasoning, the generator produces fewer nouns and names of distractor categories as compared to a literal speaker. We show that this conversational strategy for dealing with novel objects often improves communicative success, in terms of resolution accuracy of an automatic listener. Y1 - 2019 SN - 978-1-950737-48-2 SP - 654 EP - 659 PB - Association for Computational Linguistics CY - Stroudsburg ER - TY - JOUR A1 - Zakarias, Lilla A1 - Kelly, Helen A1 - Sails, Christos A1 - Code, Chris T1 - The methodological quality of short-term/working memory treatments in poststroke aphasia BT - a systematic review JF - Journal of speech, language, and hearing research N2 - Purpose: The aims of this systematic review are to provide a critical overview of short-term memory (STM) and working memory (WM) treatments in stroke aphasia and to systematically evaluate the internal and external validity of STM/WM treatments. Method: A systematic search was conducted in February 2014 and then updated in December 2016 using 13 electronic databases. We provided descriptive characteristics of the included studies and assessed their methodological quality using the Risk of Bias in N-of-1 Trials quantitative scale (Tate et al., 2015), which was completed by 2 independent raters. Results: The systematic search and inclusion/exclusion procedure yielded 17 single-case or case-series studies with 37 participants for inclusion. Nine studies targeted auditory STM consisting of repetition and/or recognition tasks, whereas 8 targeted attention and WM, such as attention process training including n-back tasks with shapes and clock faces as well as mental math tasks. In terms of their methodological quality, quality scores on the Risk of Bias in N-of-1 Trials scale ranged from 4 to 17 (M = 9.5) on a 0-30 scale, indicating a high risk of bias in the reviewed studies. Effects of treatment were most frequently assessed on STM, WM, and spoken language comprehension. Transfer effects on communication and memory in activities of daily living were tested in only 5 studies. Conclusions: Methodological limitations of the reviewed studies make it difficult, at present, to draw firm conclusions about the effects of STM/WM treatments in poststroke aphasia. Further studies with more rigorous methodology and stronger experimental control are needed to determine the beneficial effects of this type of intervention. To understand the underlying mechanisms of STM/WM treatment effects and how they relate to language functioning, a careful choice of outcome measures and specific hypotheses about potential improvements on these measures are required. Future studies need to include outcome measures of memory functioning in everyday life and psychosocial functioning more generally to demonstrate the ecological validity of STM and WM treatments. Y1 - 2019 U6 - https://doi.org/10.1044/2018_JSLHR-L-18-0057 SN - 1092-4388 SN - 1558-9102 VL - 62 IS - 6 SP - 1979 EP - 2001 PB - American Speech-Language-Hearing Assoc. CY - Rockville ER - TY - JOUR A1 - Wulff, Dirk U. A1 - De Deyne, Simon A1 - Jones, Michael N. A1 - Mata, Rui A1 - Austerweil, Joseph L. A1 - Baayen, R. Harald A1 - Balota, David A. A1 - Baronchelli, Andrea A1 - Brysbaert, Marc A1 - Cai, Qing A1 - Dennis, Simon A1 - Hills, Thomas T. A1 - Kenett, Yoed N. A1 - Keuleers, Emmanuel A1 - Marelli, Marco A1 - Pakhomov, Serguei A1 - Ramscar, Michael A1 - Schooler, Lael J. A1 - Shing, Yee Lee A1 - da Souza, Alessandra S. A1 - Siew, Cynthia S. Q. A1 - Storms, Gert A1 - Veríssimo, Joao Marques T1 - New Perspectives on the Aging Lexicon JF - Trends in cognitive science N2 - The field of cognitive aging has seen considerable advances in describing the linguistic and semantic changes that happen during the adult life span to uncover the structure of the mental lexicon (i.e., the mental repository of lexical and conceptual representations). Nevertheless, there is still debate concerning the sources of these changes, including the role of environmental exposure and several cognitive mechanisms associated with learning, representation, and retrieval of information. We review the current status of research in this field and outline a framework that promises to assess the contribution of both ecological and psychological aspects to the aging lexicon. Y1 - 2019 U6 - https://doi.org/10.1016/j.tics.2019.05.003 SN - 1364-6613 SN - 1879-307X VL - 23 IS - 8 SP - 686 EP - 698 PB - Elsevier CY - London ER - TY - JOUR A1 - Vasishth, Shravan A1 - Nicenboim, Bruno A1 - Engelmann, Felix A1 - Burchert, Frank T1 - Computational Models of Retrieval Processes in Sentence Processing JF - Trends in Cognitive Sciences N2 - Sentence comprehension requires that the comprehender work out who did what to whom. This process has been characterized as retrieval from memory. This review summarizes the quantitative predictions and empirical coverage of the two existing computational models of retrieval and shows how the predictive performance of these two competing models can be tested against a benchmark data-set. We also show how computational modeling can help us better understand sources of variability in both unimpaired and impaired sentence comprehension. Y1 - 2019 U6 - https://doi.org/10.1016/j.tics.2019.09.003 SN - 1364-6613 SN - 1879-307X VL - 23 IS - 11 SP - 968 EP - 982 PB - Elsevier CY - London ER - TY - THES A1 - Stegenwallner-Schütz, Maja Henny Katherine T1 - The Development of Syntactic and Pragmatic Aspects of Language in Children with Developmental Disorders BT - evidence from Specific Language Impairment and Autism Spectrum Disorders Y1 - 2019 ER - TY - JOUR A1 - Stede, Manfred A1 - Scheffler, Tatjana A1 - Mendes, Amalia T1 - Connective-Lex BT - a Web-Based Multilingual Lexical Resource for Connectives JF - Discours : revue de linguistique, psycholinguistique et informatique N2 - In this paper, we present a tangible outcome of the TextLink network: a joint online database project displaying and linking existing and newly-created lexicons of discourse connectives in multiple languages. We discuss the definition and demarcation of the class of connectives that should be included in such a resource, and present the syntactic, semantic/pragmatic, and lexicographic information we collected. Further, the technical implementation of the database and the search functionality are presented. We discuss how the multilingual integration of several connective lexicons provides added value for linguistic researchers and other users interested in connectives, by allowing crosslinguistic comparison and a direct linking between discourse relational devices in different languages. Finally, we provide pointers for possible future extensions both in breadth (i.e., by adding lexicons for additional languages) and depth (by extending the information provided for each connective item and by strengthening the crosslinguistic links). N2 - Nous présentons dans cet article un résultat tangible du réseau TextLink : un projet conjoint de base de données en ligne, qui montre et relie des lexiques, aussi bien existants que créés récemment, de connecteurs discursifs dans plusieurs langues. Nous commençons par considérer la définition et la délimitation de la classe des connecteurs qui devraient être inclus dans une telle ressource, et nous présentons l’information syntaxique, sémantico-pragmatique et lexicographique que nous avons recueillie. D’autre part, l’implémentation technique de cette base de données et les fonctionnalités de recherche qu’elle permet sont aussi décrites. Nous discutons de quelle manière l’intégration multilingue de plusieurs lexiques de connecteurs apporte une valeur ajoutée aux chercheurs en linguistique et aux autres utilisateurs qui s’intéressent aux connecteurs, en permettant de comparer plusieurs langues et de relier directement les connecteurs dans différentes langues. Pour finir, nous donnons des indications quant à une possible extension future en termes d’ampleur (par exemple, en ajoutant des lexiques pour de nouvelles langues) et de profondeur (en augmentant l’information qui est donnée pour chaque connecteur et en renforçant les liens entre lexiques). KW - discourse connectives KW - lexicon KW - multilingual resources KW - crosslinguistic links Y1 - 2019 U6 - https://doi.org/10.4000/discours.10098 SN - 1963-1723 IS - 24 PB - Université de Paris-Sorbonne CY - Paris ER - TY - JOUR A1 - Ruberg, Tobias A1 - Rothweiler, Monika A1 - Veríssimo, João Marques A1 - Clahsen, Harald T1 - Childhood bilingualism and Specific Language Impairment BT - A study of the CP-domain in German SLI JF - Bilingualism: Language and Cognition N2 - This study addresses the question of whether and how growing up with more than one language shapes a child's language impairment. Our focus is on Specific Language Impairment (SLI) in bilingual (Turkish-German) children. We specifically investigated a range of phenomena related to the so-called CP (Complementizer Phrase) in German, the hierarchically highest layer of syntactic clause structure, which has been argued to be particularly affected in children with SLI. Spontaneous speech data were examined from bilingual children with SLI in comparison to two comparison groups: (i) typically-developing bilingual children, (ii) monolingual children with SLI. We found that despite persistent difficulty with subject-verb agreement, the two groups of children with SLI did not show any impairment of the CP-domain. We conclude that while subject-verb agreement is a suitable linguistic marker of SLI in German-speaking children, for both monolingual and bilingual ones, 'vulnerability of the CP-domain' is not. KW - developmental language impairment KW - specific language impairment KW - child second language acquisition KW - syntax KW - agreement Y1 - 2019 U6 - https://doi.org/10.1017/S1366728919000580 SN - 1366-7289 SN - 1469-1841 VL - 23 IS - 3 SP - 668 EP - 680 PB - Cambridge Univ. Press CY - Cambridge ER - TY - JOUR A1 - Renans, Agata A1 - De Veaugh-Geiss, Joseph P. T1 - Experimental Studies on it-Clefts and Predicate Interpretation JF - Semantics and pragmatics N2 - There is an ongoing discussion in the literature whether the series of sentences ‘It’s not α that did P. α and β did P.’ is acceptable or not. Whereas the homogeneity approach in Büring & Križ 2013, Križ 2016, and Križ 2017 predicts these sentences to be unacceptable, the alternative-based approach predicts acceptability depending on the predicate being interpreted distributively or non- distributively (among others, Horn 1981, Velleman et al. 2012, Renans 2016a,b). We report on three experiments testing the predictions of both types of approaches. These studies provide empirical data that not only bears on these approaches, but also allows us to distinguish between different accounts of cleft exhaustivity that might otherwise make the same predictions. The results of the three studies reported here suggest that the acceptability of clefts depends on the interpretation of the predicate, thereby posing a serious challenge to the homogeneity approach, and contributing to the ongoing discussion on the semantics of it-clefts. KW - it-clefts KW - exhaustivity KW - homogeneity KW - distributive,collective, and mixed predicates KW - distributive vs. non-distributive interpretation KW - experimental study Y1 - 2019 U6 - https://doi.org/10.3765/sp.12.11 SN - 1937-8912 VL - 12 PB - Linguistic Society of America CY - Washington ER - TY - GEN A1 - Ofner, Andre A1 - Stober, Sebastian T1 - Hybrid variational predictive coding as a bridge between human and artificial cognition T2 - ALIFE 2019: The 2019 Conference on Artificial Life N2 - Predictive coding and its generalization to active inference offer a unified theory of brain function. The underlying predictive processing paradigmhas gained significant attention in artificial intelligence research for its representation learning and predictive capacity. Here, we suggest that it is possible to integrate human and artificial generative models with a predictive coding network that processes sensations simultaneously with the signature of predictive coding found in human neuroimaging data. We propose a recurrent hierarchical predictive coding model that predicts low-dimensional representations of stimuli, electroencephalogram and physiological signals with variational inference. We suggest that in a shared environment, such hybrid predictive coding networks learn to incorporate the human predictive model in order to reduce prediction error. We evaluate the model on a publicly available EEG dataset of subjects watching one-minute long video excerpts. Our initial results indicate that the model can be trained to predict visual properties such as the amount, distance and motion of human subjects in videos. Y1 - 2019 SP - 68 EP - 69 PB - MIT Press CY - Cambridge ER - TY - JOUR A1 - Noiray, Aude A1 - Wieling, Martijn A1 - Abakarova, Dzhuma A1 - Rubertus, Elina A1 - Tiede, Mark T1 - Back from the future T1 - Nonlinear anticipation in adults' and children's speech JF - Journal of speech, language, and hearing research N2 - Purpose: This study examines the temporal organization of vocalic anticipation in German children from 3 to 7 years of age and adults. The main objective was to test for nonlinear processes in vocalic anticipation, which may result from the interaction between lingual gestural goals for individual vowels and those for their neighbors over time. Method: The technique of ultrasound imaging was employed to record tongue movement at 5 time points throughout short utterances of the form V1#CV2. Vocalic anticipation was examined with generalized additive modeling, an analytical approach allowing for the estimation of both linear and nonlinear influences on anticipatory processes. Conclusions: A developmental transition towards more segmentally-specified coarticulatory organizations seems to occur from kindergarten to primary school to adulthood. In adults, nonlinear anticipatory patterns over time suggest a strong differentiation between the gestural goals for consecutive segments. In children, this differentiation is not yet mature: Vowels show greater prominence over time and seem activated more in phase with those of previous segments relative to adults. Y1 - 2019 U6 - https://doi.org/10.1044/2019_JSLHR-S-CSMC7-18-0208 SN - 1092-4388 SN - 1558-9102 VL - 62 IS - 8 SP - 3033 EP - 3054 PB - American Speech-Language-Hearing Association CY - Rockville ER -