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Interactive generation of effective discourse in situated context : a planning-based approach
(2013)
As our modern-built structures are becoming increasingly complex, carrying out basic tasks such as identifying points or objects of interest in our surroundings can consume considerable time and cognitive resources. In this thesis, we present a computational approach to converting contextual information about a person's physical environment into natural language, with the aim of helping this person identify given task-related entities in their environment. Using efficient methods from automated planning - the field of artificial intelligence concerned with finding courses of action that can achieve a goal -, we generate discourse that interactively guides a hearer through completing their task. Our approach addresses the challenges of controlling, adapting to, and monitoring the situated context. To this end, we develop a natural language generation system that plans how to manipulate the non-linguistic context of a scene in order to make it more favorable for references to task-related objects. This strategy distributes a hearer's cognitive load of interpreting a reference over multiple utterances rather than one long referring expression. Further, to optimize the system's linguistic choices in a given context, we learn how to distinguish speaker behavior according to its helpfulness to hearers in a certain situation, and we model the behavior of human speakers that has been proven helpful. The resulting system combines symbolic with statistical reasoning, and tackles the problem of making non-trivial referential choices in rich context. Finally, we complement our approach with a mechanism for preventing potential misunderstandings after a reference has been generated. Employing remote eye-tracking technology, we monitor the hearer's gaze and find that it provides a reliable index of online referential understanding, even in dynamically changing scenes. We thus present a system that exploits hearer gaze to generate rapid feedback on a per-utterance basis, further enhancing its effectiveness. Though we evaluate our approach in virtual environments, the efficiency of our planning-based model suggests that this work could be a step towards effective conversational human-computer interaction situated in the real world.
This dissertation is about factors that contribute to the surface forms of tones in connected speech in Akan. Akan is an African tone language, which is spoken in Ghana. It has two level tones (low and high), automatic and non-automatic downstep. Downstep is the major factor that influences the surface forms of tones. The thesis shows that downstep is caused by declination. It is argued that declination is an intonational property of Akan, which serves to signal coherence. A phonological representation using a high and a low register tone, associating to the left and right edge of an intonational phrase (IP), respectively, is proposed. Declination/downstep is modelled using a (phonetic) pitch implementation algorithm (Liberman & Pierrehumbert, 1984). An innovative application of the algorithm is presented, which naturally captures the relation between declination and downstep in Akan. Another important factor is the prosodic manifestation of sentence level pragmatic meanings, such as sentence mode and focus. Regarding the former, the thesis shows that a post-lexical low tone, which associates with the right edge of an IP, signals interrogativity. Additionally, lexical tones in Yes – No questions are realized in a higher pitch register, which does not lead to a reduction of declination. It is claimed that the higher register is not part of the phonological representation in Akan, but that it emerges at the phonetic level to compensate for the ‘unnatural’ form of the question morpheme and to satisfy the Frequency code (Gussenhoven, 2002; 2004). An extension of Rialland’s (2007) typology in terms of a new category called “low tense” question prosody is proposed. Concerning focus marking, it is argued that the use of the morpho-syntactic focus marking strategy is related to extra grammatical factors, such as hearer expectation, discourse expectability (Zimmermann, 2007) and emphasis (Hartmann, 2008). If a speaker of Akan wants to highlight a particular element in a sentence, in-situ, i.e. by means of prosody, the default prosodic structure is modified in such a way that the focused element forms its own phonological phrase (pP). If it is already contained in a pP, the boundary deliminating the focused element is enhanced (Féry, 2012). This restructuring/enhancement is accompanied by an interruption of the otherwise continuous melody due to insertion of a pause and/or a glottal stop. Beside declination and intonation, raising of H tones applies in Akan. H raising is analyzed as a local anticipatory planning effect, employed at the phonetic level, which enhances the perceptual distance between low and high tones. Low tones are raised, if they are wedged between two high tones. L raising is argued to be a local carryover effect (co-articulation). Further, it is demonstrated that global anticipatory raising takes place. It is shown that Akan speakers anticipate the length of an IP. Preplanning (anticipatory raising) is argued to be an important process at the level of pitch implementation. It serves to ensure that declination can be maintained throughout the IP, which prevents pitch resetting.
The melody of an Akan sentence is largely determined by the choice of words. The inventory of post-lexical tones is small. It consists of post-lexical register tones, which trigger declination and post-lexical intonational tones, which signal sentence type. The overall melodic shape is falling. At the local level, H raising and L raising occur. At the global level, initial low and high tones are realized higher if they occur in a long and/or complex sentence. This dissertation shows that many factors, which emerge at different levels of the tone production process, contribute to the surface form of tones in Akan.
An important strand of research has investigated the question of how children acquire a morphological system using offline data from spontaneous or elicited child language. Most of these studies have found dissociations in how children apply regular and irregular inflection (Marcus et al. 1992, Weyerts & Clahsen 1994, Rothweiler & Clahsen 1993). These studies have considerably deepened our understanding of how linguistic knowledge is acquired and organised in the human mind. Their methodological procedures, however, do not involve measurements of how children process morphologically complex forms in real time. To date, little is known about how children process inflected word forms. The aim of this study is to investigate children’s processing of inflected words in a series of on-line reaction time experiments. We used a cross-modal priming experiment to test for decompositional effects on the central level. We used a speeded production task and a lexical decision task to test for frequency effects on access level in production and recognition. Children’s behaviour was compared to adults’ behaviour towards three participle types (-t participles, e.g. getanzt ‘danced’ vs. -n participles with stem change, e.g. gebrochen ‘broken’ vs.-n participles without stem change, e.g. geschlafen ‘slept’). For the central level, results indicate that -t participles but not -n participles have decomposed representations. For the access level, results indicate that -t participles are represented according to their morphemes and additionally as full forms, at least from the age of nine years onwards (Pinker 1999 and Clahsen et al. 2004). Further evidence suggested that -n participles are represented as full-form entries on access level and that -n participles without stem change may encode morphological structure (cf. Clahsen et al. 2003). Out data also suggests that processing strategies for -t participles are differently applied in recognition and production. These results provide evidence that children (within the age range tested) employ the same mechanisms for processing participles as adults. The child lexicon grows as children form additional full-form representations for -t participles on access level and elaborate their full-form lexical representations of -n participles on central level. These results are consistent with processing as explained in dual-system theories.
One of the central questions in psycholinguistic is understanding whether and how prosodic phrase boundaries are used to resolve syntactic ambiguities in sentence processing. The present work aimed to answer both, first, the effects of φ- and ι-boundaries on syntactic ambiguity resolution, and second, how the prosodic correlates of the auditory input are taken for the phonetic-phonology mapping in order to attain a meaningful sentence interpretation.
With regard to the first aim, we investigated locally syntactic ambiguities involving either φ- or ι-phrase boundaries in German and the structural preference that listeners have, based on the prosodic content. The experiments described in this work show that German listeners exploit both types of prosodic phrase boundaries to resolve local syntactic ambiguities, that however, their disambiguation altered by the presence or absence of prosodic cues correlated with the corresponding boundary. Specifically, the perception data revealed that the phonetically measured prosodic correlates of each prosodic boundary such as pitch accents, boundary tones, deaccentuation and durational properties do not contribute to ambiguity resolution in equal measure. Rather, it is the case that listeners rely primarily on prefinal lengthening as a correlate of phrasing in the vicinity of φ-phrase boundaries, while at the level of the ι-phrase boundary, boundary tones serve as phrasal cues. This way the results of the present work take account of the as yet missing information on individual contributions of prosodic correlates on listeners’ disambiguation of syntactically ambiguous sentences in German. It further implies that the question of how German listeners resolve syntactic ambiguities cannot simply be attributed to the presence or absence of prosodic correlates. The interpretation of the phrasal structure rather depends on a more general picture of cohesion between prosodic correlates and prosodic boundary sizes.
With respect to the second aim, the processing models proposed in the present work describe a specific phonetics-phonology mapping in the vicinity of both phrase boundaries. It is assumed that auditory sentence processing proceeds in several successively organized steps, during which listeners transform overt phonetic forms into language specific abstract surface forms. This process is referred to as phonetics-phonology mapping in the present work. Perceptual evidence resulting from the experiments of the present work suggest that the phonetics-phonology mapping is guided by the above mentioned boundary related prosodic correlates. The resulting abstract phonological structure is subjected to the syntax-prosody mapping, in turn. The outcome of the presented perception experiments are modulated in an Optimality-Theoretic framework. The offered OT-models are grounded on the assumption that single prosodic correlates are used by listeners as a signal to syntax in sentence processing. This is in line with studies arguing that the prosodic phrase structure determines the syntactic parse (Cutler et al., 1997; Warren et al., 1995; Pynte & Prieur, 1996; Snedeker & Trueswell, 2003; Kjelgaard & Speer, 1999), to name just a few.
Das Herbsttreffen Patholinguistik wird seit 2007 jährlich vom Verband für Patholinguistik e.V. (vpl) durchgeführt. Das 6. Herbsttreffen mit dem Schwerpunktthema "Labyrinth Grammatik: Therapie von syntaktischen Störungen bei Kindern und Erwachsenen" fand am 17.11.2012 in Potsdam statt. Im vorliegenden Tagungsband finden sich alle Beiträge der Veranstaltung: die vier Hauptvorträge zum Schwerpunkthema, die Vorträge aus Praxis und Forschung von vier Patholinguistinnen in der Reihe Spektrum Patholinguistik sowie die Abstracts der Posterpräsentation.
Der W-Fragen-Erwerb stellt einen Teilbereich der kindlichen Syntaxentwicklung dar, die sich maßgeblich innerhalb der ersten drei Lebensjahre eines Kindes vollzieht. Eine wesentliche Rolle spielen dabei zwei Bewegungsoperationen, die sich auf die Position des Interrogativpronomens an die erste Stelle der W-Frage sowie die Position des Verbs an die zweite Stelle beziehen. In drei Studien wurde einerseits untersucht, ob deutschsprachige Kinder, die noch keine W-Fragen produzieren können, in der Lage sind, grammatische von ungrammatischen W-Fragen zu unterscheiden und andererseits, welche Leistungen sprachunauffällige und sprachauffällige deutschsprachige Kinder beim Verstehen und Korrigieren unterschiedlich komplexer W-Fragen (positive und negative W-Fragen) zeigen. Die Ergebnisse deuten auf ein frühes syntaktisches Wissen über W-Fragen im Spracherwerb hin und stützen damit die Annahme einer Kontinuität der kindlichen Grammatik zur Standardsprache. Auch scheinen sprachauffällige Kinder sich beim Erwerb von W-Fragen nicht qualitativ von sprachgesunden Kindern zu unterscheiden, sondern W-Fragen lediglich später korrekt umzusetzen. In beiden Populationen konnte ein syntaktischer Ökonomieeffekt beobachtet werden, der für eine spätere Umsetzung der Verbbewegung im Vergleich zur Bewegung des W-Elementes spricht.