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Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic Features ...
Kerz, Elma; Qiao, Yu; Zanwar, Sourabh. - : arXiv, 2022
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2
Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns ...
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3
Alzheimer's Disease Detection from Spontaneous Speech through Combining Linguistic Complexity and (Dis)Fluency Features with Pretrained Language Models ...
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4
The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech ...
Qiao, Yu; Zhou, Wei; Kerz, Elma. - : arXiv, 2021
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5
Prediction of Listener Perception of Argumentative Speech in a Crowdsourced Dataset Using (Psycho-)Linguistic and Fluency Features ...
Abstract: One of the key communicative competencies is the ability to maintain fluency in monologic speech and the ability to produce sophisticated language to argue a position convincingly. In this paper we aim to predict TED talk-style affective ratings in a crowdsourced dataset of argumentative speech consisting of 7 hours of speech from 110 individuals. The speech samples were elicited through task prompts relating to three debating topics. The samples received a total of 2211 ratings from 737 human raters pertaining to 14 affective categories. We present an effective approach to the classification task of predicting these categories through fine-tuning a model pre-trained on a large dataset of TED talks public speeches. We use a combination of fluency features derived from a state-of-the-art automatic speech recognition system and a large set of human-interpretable linguistic features obtained from an automatic text analysis system. Classification accuracy was greater than 60% for all 14 rating categories, with a ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2111.07130
https://arxiv.org/abs/2111.07130
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6
FANG-COVID: A new large-scale benchmark dataset for fake news detection in German
Mattern, Justus; Qiao, Yu; Kerz, Elma. - : Association for Computational Linguistics (ACL), 2021
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7
Personality Traits Moderate the Relationship between Statistical Learning Ability and Second-Language Learners' Sentence Comprehension
Kerz, Elma [Verfasser]; Wiechmann, Daniel [Verfasser]; Silkens, Tandis [Verfasser]. - Aachen : Universitätsbibliothek der RWTH Aachen, 2020
DNB Subject Category Language
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8
Becoming Linguistically Mature: Modeling English and German Children’s Writing Development Across School Grades
Kerz, Elma [Verfasser]; Qiao, Yu [Verfasser]; Wiechmann, Daniel [Verfasser]. - Aachen : Universitätsbibliothek der RWTH Aachen, 2020
DNB Subject Category Language
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9
Becoming Linguistically Mature: Modeling English and German Children’s Writing Development Across School Grades ...
Kerz, Elma; Qiao, Yu; Wiechmann, Daniel. - : RWTH Aachen University, 2020
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10
Understanding Vocabulary Growth Through An Adaptive Language Learning System
Burgdorf, Andreas Verfasser]. - Aachen : Universitätsbibliothek der RWTH Aachen, 2019
DNB Subject Category Language
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11
CoCoGen - Complexity Contour Generator: Automatic Assessment of Linguistic Complexity Using a Sliding-Window Technique
Ströbel, Marcus Verfasser]. - Aachen : Universitätsbibliothek der RWTH Aachen, 2016
DNB Subject Category Language
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12
CoCoGen - Complexity Contour Generator: Automatic Assessment of Linguistic Complexity Using a Sliding-Window Technique
Ströbel, Marcus Verfasser]. - Aachen : Universitätsbibliothek der RWTH Aachen, 2016
DNB Subject Category Language
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13
Formulaicity as a determinant of processing efficiency: investigating clause ordering in complex sentences
In: English language and linguistics. - Cambridge : Cambridge Univ. Press 20 (2016) 3, 421-437
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14
CoCoGen - Complexity Contour Generator: Automatic Assessment of Linguistic Complexity Using a Sliding-Window Technique ...
Ströbel, Marcus; Kerz, Elma; Wiechmann, Daniel. - : RWTH Aachen University, 2016
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15
Cue Reliance in L2 Written Production
In: Language learning. - Hoboken, NJ : Wiley 64 (2014) 2, 343-364
OLC Linguistik
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16
The positioning of concessive adverbial clauses in English: assessing the importance of discourse-pragmatic and processing-based constraints
In: English language and linguistics. - Cambridge : Cambridge Univ. Press 17 (2013) 1, 1-23
BLLDB
OLC Linguistik
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17
Introduction to the special issue: Parsimony and redundancy in models of language
In: Language and speech. - London [u.a.] : Sage Publ. 56 (2013) 3, 257-264
BLLDB
OLC Linguistik
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18
Modeling Bilingual Children’s Acquisition of Complex Sentences in German
In: Wiechmann, Daniel; Steinfeld, Judith; & Kerz, Elma. (2013). Modeling Bilingual Children’s Acquisition of Complex Sentences in German. Proceedings of the Cognitive Science Society, 35(35). Retrieved from: http://www.escholarship.org/uc/item/3dt4g42j (2013)
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19
The role of genre in information structuring in English
In: Belgian journal of linguistics. - Amsterdam [u.a.] : Benjamins 26 (2012) 1, 143-159
OLC Linguistik
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20
The aim is to analyze NP : the function of prefabricated chunks in academic texts
In: Distribution and historical change (2009), p. 97-116
MPI für Psycholinguistik
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