TY - JOUR A1 - Jäger, Lena Ann A1 - Chen, Zhong A1 - Li, Qiang A1 - Lin, Chien-Jer Charles A1 - Vasishth, Shravan T1 - The subject-relative advantage in Chinese: Evidence for expectation-based processing JF - Journal of memory and language N2 - Chinese relative clauses are an important test case for pitting the predictions of expectation-based accounts against those of memory-based theories. The memory-based accounts predict that object relatives are easier to process than subject relatives because, in object relatives, the distance between the relative clause verb and the head noun is shorter. By contrast, expectation-based accounts such as surprisal predict that the less frequent object relative should be harder to process. In previous studies on Chinese relative clause comprehension, local ambiguities may have rendered a comparison between relative clause types uninterpretable. We designed experimental materials in which no local ambiguities confound the comparison. We ran two experiments (self-paced reading and eye-tracking) to compare reading difficulty in subject and object relatives which were placed either in subject or object modifying position. The evidence from our studies is consistent with the predictions of expectation-based accounts but not with those of memory-based theories. (C) 2014 Elsevier Inc. All rights reserved. KW - Sentence processing KW - Relative clause KW - Structural expectation KW - Working-memory KW - Surprisal KW - Chinese Y1 - 2015 U6 - https://doi.org/10.1016/j.jml.2014.10.005 SN - 0749-596X SN - 1096-0821 VL - 79 SP - 97 EP - 120 PB - Elsevier CY - San Diego ER - TY - JOUR A1 - Jäger, Lena Ann A1 - Benz, Lena A1 - Roeser, Jens A1 - Dillon, Brian W. A1 - Vasishth, Shravan T1 - Teasing apart retrieval and encoding interference in the processing of anaphors JF - Frontiers in psychology N2 - Two classes of account have been proposed to explain the memory processes subserving the processing of reflexive-antecedent dependencies. Structure-based accounts assume that the retrieval of the antecedent is guided by syntactic tree-configurational information without considering other kinds of information such as gender marking in the case of English reflexives. By contrast, unconstrained cue-based retrieval assumes that all available information is used for retrieving the antecedent. Similarity-based interference effects from structurally illicit distractors which match a non-structural retrieval cue have been interpreted as evidence favoring the unconstrained cue-based retrieval account since cue-based retrieval interference from structurally illicit distractors is incompatible with the structure-based account. However, it has been argued that the observed effects do not necessarily reflect interference occurring at the moment of retrieval but might equally well be accounted for by interference occurring already at the stage of encoding or maintaining the antecedent in memory, in which case they cannot be taken as evidence against the structure-based account. We present three experiments (self-paced reading and eye-tracking) on German reflexives and Swedish reflexive and pronominal possessives in which we pit the predictions of encoding interference and cue-based retrieval interference against each other. We could not find any indication that encoding interference affects the processing ease of the reflexive-antecedent dependency formation. Thus, there is no evidence that encoding interference might be the explanation for the interference effects observed in previous work. We therefore conclude that invoking encoding interference may not be a plausible way to reconcile interference effects with a structure-based account of reflexive processing. KW - anaphors KW - reflexives KW - possessives KW - eye-tracking KW - German KW - Swedish KW - working-memory KW - interference Y1 - 2015 U6 - https://doi.org/10.3389/fpsyg.2015.00506 SN - 1664-1078 VL - 6 PB - Frontiers Research Foundation CY - Lausanne ER - TY - JOUR A1 - Jäger, Lena Ann A1 - Benz, Lena A1 - Roeser, Jens A1 - Dillon, Brian W. A1 - Vasishth, Shravan T1 - Teasing apart retrieval and encoding interference in the processing of anaphors JF - Frontiers in psychology N2 - Two classes of account have been proposed to explain the memory processes subserving the processing of reflexive-antecedent dependencies. Structure-based accounts assume that the retrieval of the antecedent is guided by syntactic tree-configurational information without considering other kinds of information such as gender marking in the case of English reflexives. By contrast, unconstrained cue-based retrieval assumes that all available information is used for retrieving the antecedent. Similarity-based interference effects from structurally illicit distractors which match a non-structural retrieval cue have been interpreted as evidence favoring the unconstrained cue-based retrieval account since cue-based retrieval interference from structurally illicit distractors is incompatible with the structure-based account. However, it has been argued that the observed effects do not necessarily reflect interference occurring at the moment of retrieval but might equally well be accounted for by interference occurring already at the stage of encoding or maintaining the antecedent in memory, in which case they cannot be taken as evidence against the structure-based account. We present three experiments (self-paced reading and eye-tracking) on German reflexives and Swedish reflexive and pronominal possessives in which we pit the predictions of encoding interference and cue-based retrieval interference against each other. We could not find any indication that encoding interference affects the processing ease of the reflexive-antecedent dependency formation. Thus, there is no evidence that encoding interference might be the explanation for the interference effects observed in previous work. We therefore conclude that invoking encoding interference may not be a plausible way to reconcile interference effects with a structure-based account of reflexive processing. KW - anaphors KW - reflexives KW - possessives KW - eye-tracking KW - German KW - Swedish KW - working-memory KW - interference Y1 - 2015 U6 - https://doi.org/10.3389/fpsyg.2015.00506 SN - 1664-1078 VL - 6 IS - 506 PB - Frontiers Research Foundation CY - Lausanne ER - TY - JOUR A1 - Jäger, Lena Ann A1 - Engelmann, Felix A1 - Vasishth, Shravan T1 - Retrieval interference in reflexive processing: experimental evidence from Mandarin, and computational modeling JF - Frontiers in psychology N2 - We conducted two eye-tracking experiments investigating the processing of the Mandarin reflexive ziji in order to tease apart structurally constrained accounts from standard cue-based accounts of memory retrieval. In both experiments, we tested whether structurally inaccessible distractors that fulfill the animacy requirement of ziji influence processing times at the reflexive. In Experiment 1, we manipulated animacy of the antecedent and a structurally inaccessible distractor intervening between the antecedent and the reflexive. In conditions where the accessible antecedent mismatched the animacy cue, we found inhibitory interference whereas in antecedent-match conditions, no effect of the distractor was observed. In Experiment 2, we tested only antecedent-match configurations and manipulated locality of the reflexive-antecedent binding (Mandarin allows non-local binding). Participants were asked to hold three distractors (animate vs. inanimate nouns) in memory while reading the target sentence. We found slower reading times when animate distractors were held in memory (inhibitory interference). Moreover, we replicated the locality effect reported in previous studies. These results are incompatible with structure-based accounts. However, the cue-based ACT-R model of Lewis and Vasishth (2005) cannot explain the observed pattern either. We therefore extend the original ACT-R model and show how this model not only explains the data presented in this article, but is also able to account for previously unexplained patterns in the literature on reflexive processing. KW - Chinese reflexives KW - ACT-R KW - eye-tracking KW - interference KW - cue-based retrieval KW - computational modeling KW - ziji KW - content-addressable memory Y1 - 2015 U6 - https://doi.org/10.3389/fpsyg.2015.00617 SN - 1664-1078 VL - 6 PB - Frontiers Research Foundation CY - Lausanne ER - TY - JOUR A1 - Jäger, Lena Ann A1 - Engelmann, Felix A1 - Vasishth, Shravan T1 - Retrieval interference in reflexive processing BT - Experimental evidence from Mandarin, and computational modeling JF - Frontiers in psychology N2 - We conducted two eye-tracking experiments investigating the processing of the Mandarin reflexive ziji in order to tease apart structurally constrained accounts from standard cue-based accounts of memory retrieval. In both experiments, we tested whether structurally inaccessible distractors that fulfill the animacy requirement of ziji influence processing times at the reflexive. In Experiment 1, we manipulated animacy of the antecedent and a structurally inaccessible distractor intervening between the antecedent and the reflexive. In conditions where the accessible antecedent mismatched the animacy cue, we found inhibitory interference whereas in antecedent-match conditions, no effect of the distractor was observed. In Experiment 2, we tested only antecedent-match configurations and manipulated locality of the reflexive-antecedent binding (Mandarin allows non-local binding). Participants were asked to hold three distractors (animate vs. inanimate nouns) in memory while reading the target sentence. We found slower reading times when animate distractors were held in memory (inhibitory interference). Moreover, we replicated the locality effect reported in previous studies. These results are incompatible with structure-based accounts. However, the cue-based ACT-R model of Lewis and Vasishth (2005) cannot explain the observed pattern either. We therefore extend the original ACT-R model and show how this model not only explains the data presented in this article, but is also able to account for previously unexplained patterns in the literature on reflexive processing. KW - Chinese reflexives KW - ACT-R KW - eye-tracking KW - interference KW - cue-based retrieval KW - computational modeling KW - ziji KW - content-addressable memory Y1 - 2015 U6 - https://doi.org/10.3389/fpsyg.2015.00617 SN - 1664-1078 VL - 6 IS - 617 PB - Frontiers Research Foundation CY - Lausanne ER - TY - JOUR A1 - Liehr, Sascha A1 - Jäger, Lena Ann A1 - Karapanagiotis, Christos A1 - Munzenberger, Sven A1 - Kowarik, Stefan T1 - Real-time dynamic strain sensing in optical fibers using artificial neural networks JF - Optics express : the international electronic journal of optics N2 - We propose to use artificial neural networks (ANNs) for raw measurement data interpolation and signal shift computation and to demonstrate advantages for wavelength-scanning coherent optical time domain reflectometry (WS-COTDR) and dynamic strain distribution measurement along optical fibers. The ANNs are trained with synthetic data to predict signal shifts from wavelength scans. Domain adaptation to measurement data is achieved, and standard correlation algorithms are outperformed. First and foremost, the ANN reduces the data analysis time by more than two orders of magnitude, making it possible for the first time to predict strain in real-time applications using the WS-COTDR approach. Further, strain noise and linearity of the sensor response are improved, resulting in more accurate measurements. ANNs also perform better for low signal-to-noise measurement data, for a reduced length of correlation input (i.e., extended distance range), and for coarser sampling settings (i.e., extended strain scanning range). The general applicability is demonstrated for distributed measurement of ground movement along a dark fiber in a telecom cable. The presented ANN-based techniques can be employed to improve the performance of a wide range of correlation or interpolation problems in fiber sensing data analysis and beyond. (C) 2019 Optical Society of America under the terms of the OSA Open Access Publishing Agreement Y1 - 2019 U6 - https://doi.org/10.1364/OE.27.007405 SN - 1094-4087 VL - 27 IS - 5 SP - 7405 EP - 7425 PB - Optical Society of America CY - Washington ER - TY - JOUR A1 - Marusch, Tina A1 - Jäger, Lena Ann A1 - Neiss, Leander A1 - Burchert, Frank A1 - Nickels, Lyndsey T1 - Overt language production of German past participles BT - investigating (ir-)regularity JF - Language, cognition and neuroscience N2 - We report two experiments and Bayesian modelling of the data collected. In both experiments, participants performed a long-lag primed picture naming task. Black-and-white line drawings were used as targets, which were overtly named by the participants. Their naming latencies were measured. In both experiments, primes consisted of past participle verbs (er tanzt/er hat getanzt "he dances/he has danced") and the relationship between primes and targets was either morphological or unrelated. Experiment 1 additionally had phonologically and semantically related prime-target pairs as well as present tense primes. Both in Experiment 1 and 2, participants showed significantly faster naming latencies for morphologically related targets relative to the unrelated verb primes. In Experiment 1, no priming effects were observed in phonologically and semantically related control conditions. In addition, the production latencies were not influenced by verb type. KW - Overt language production KW - long-lag priming KW - regularity KW - Bayesian analysis KW - German past participles Y1 - 2019 U6 - https://doi.org/10.1080/23273798.2018.1527936 SN - 2327-3798 SN - 2327-3801 VL - 34 IS - 3 SP - 289 EP - 308 PB - Routledge, Taylor & Francis Group CY - Abingdon ER - TY - JOUR A1 - Jäger, Lena Ann A1 - Mertzen, Daniela A1 - Van Dyke, Julie A. A1 - Vasishth, Shravan T1 - Interference patterns in subject-verb agreement and reflexives revisited BT - a large-sample study JF - Journal of memory and language N2 - Cue-based retrieval theories in sentence processing predict two classes of interference effect: (i) Inhibitory interference is predicted when multiple items match a retrieval cue: cue-overloading leads to an overall slowdown in reading time; and (ii) Facilitatory interference arises when a retrieval target as well as a distractor only partially match the retrieval cues; this partial matching leads to an overall speedup in retrieval time. Inhibitory interference effects are widely observed, but facilitatory interference apparently has an exception: reflexives have been claimed to show no facilitatory interference effects. Because the claim is based on underpowered studies, we conducted a large-sample experiment that investigated both facilitatory and inhibitory interference. In contrast to previous studies, we find facilitatory interference effects in reflexives. We also present a quantitative evaluation of the cue-based retrieval model of Engelmann, Jager, and Vasishth (2019). KW - Sentence processing KW - Cue-based retrieval KW - Similarity-based interference KW - Reflexives KW - Agreement KW - Bayesian data analysis KW - Replication Y1 - 2020 U6 - https://doi.org/10.1016/j.jml.2019.104063 SN - 0749-596X SN - 1096-0821 VL - 111 PB - Elsevier CY - San Diego ER - TY - JOUR A1 - Lago, Sol A1 - Namyst, Anna A1 - Jäger, Lena Ann A1 - Lau, Ellen T1 - Antecedent access mechanisms in pronoun processing BT - evidence from the N400 JF - Language, cognition and neuroscience N2 - Previous cross-modal priming studies showed that lexical decisions to words after a pronoun were facilitated when these words were semantically related to the pronoun's antecedent. These studies suggested that semantic priming effectively measured antecedent retrieval during coreference. We examined whether these effects extended to implicit reading comprehension using the N400 response. The results of three experiments did not yield strong evidence of semantic facilitation due to coreference. Further, the comparison with two additional experiments showed that N400 facilitation effects were reduced in sentences (vs. word pair paradigms) and were modulated by the case morphology of the prime word. We propose that priming effects in cross-modal experiments may have resulted from task-related strategies. More generally, the impact of sentence context and morphological information on priming effects suggests that they may depend on the extent to which the upcoming input is predicted, rather than automatic spreading activation between semantically related words. KW - Coreference KW - semantic priming KW - event-related potentials KW - sentence comprehension KW - N400 Y1 - 2019 U6 - https://doi.org/10.1080/23273798.2019.1566561 SN - 2327-3798 SN - 2327-3801 VL - 34 IS - 5 SP - 641 EP - 661 PB - Routledge, Taylor & Francis Group CY - Abingdon ER -