Publications

Displaying 201 - 300 of 513
  • Janssen, R., Moisik, S. R., & Dediu, D. (2018). Agent model reveals the influence of vocal tract anatomy on speech during ontogeny and glossogeny. In C. Cuskley, M. Flaherty, H. Little, L. McCrohon, A. Ravignani, & T. Verhoef (Eds.), Proceedings of the 12th International Conference on the Evolution of Language (EVOLANG XII) (pp. 171-174). Toruń, Poland: NCU Press. doi:10.12775/3991-1.042.
  • Janssen, R., & Dediu, D. (2018). Genetic biases affecting language: What do computer models and experimental approaches suggest? In T. Poibeau, & A. Villavicencio (Eds.), Language, Cognition and Computational Models (pp. 256-288). Cambridge: Cambridge University Press.

    Abstract

    Computer models of cultural evolution have shown language properties emerging on interacting agents with a brain that lacks dedicated, nativist language modules. Notably, models using Bayesian agents provide a precise specification of (extra-)liguististic factors (e.g., genetic) that shape language through iterated learning (biases on language), and demonstrate that weak biases get expressed more strongly over time (bias amplification). Other models attempt to lessen assumption on agents’ innate predispositions even more, and emphasize self-organization within agents, highlighting glossogenesis (the development of language from a nonlinguistic state). Ultimately however, one also has to recognize that biology and culture are strongly interacting, forming a coevolving system. As such, computer models show that agents might (biologically) evolve to a state predisposed to language adaptability, where (culturally) stable language features might get assimilated into the genome via Baldwinian niche construction. In summary, while many questions about language evolution remain unanswered, it is clear that it is not to be completely understood from a purely biological, cognitivist perspective. Language should be regarded as (partially) emerging on the social interactions between large populations of speakers. In this context, agent models provide a sound approach to investigate the complex dynamics of genetic biasing on language and speech
  • Jesse, A., & McQueen, J. M. (2007). Prelexical adjustments to speaker idiosyncracies: Are they position-specific? In H. van Hamme, & R. van Son (Eds.), Proceedings of Interspeech 2007 (pp. 1597-1600). Adelaide: Causal Productions.

    Abstract

    Listeners use lexical knowledge to adjust their prelexical representations of speech sounds in response to the idiosyncratic pronunciations of particular speakers. We used an exposure-test paradigm to investigate whether this type of perceptual learning transfers across syllabic positions. No significant learning effect was found in Experiment 1, where exposure sounds were onsets and test sounds were codas. Experiments 2-4 showed that there was no learning even when both exposure and test sounds were onsets. But a trend was found when exposure sounds were codas and test sounds were onsets (Experiment 5). This trend was smaller than the robust effect previously found for the coda-to-coda case. These findings suggest that knowledge about idiosyncratic pronunciations may be position specific: Knowledge about how a speaker produces sounds in one position, if it can be acquired at all, influences perception of sounds in that position more strongly than of sounds in another position.
  • Jesse, A., McQueen, J. M., & Page, M. (2007). The locus of talker-specific effects in spoken-word recognition. In J. Trouvain, & W. J. Barry (Eds.), Proceedings of the 16th International Congress of Phonetic Sciences (ICPhS 2007) (pp. 1921-1924). Dudweiler: Pirrot.

    Abstract

    Words repeated in the same voice are better recognized than when they are repeated in a different voice. Such findings have been taken as evidence for the storage of talker-specific lexical episodes. But results on perceptual learning suggest that talker-specific adjustments concern sublexical representations. This study thus investigates whether voice-specific repetition effects in auditory lexical decision are lexical or sublexical. The same critical set of items in Block 2 were, depending on materials in Block 1, either same-voice or different-voice word repetitions, new words comprising re-orderings of phonemes used in the same voice in Block 1, or new words with previously unused phonemes. Results show a benefit for words repeated by the same talker, and a smaller benefit for words consisting of phonemes repeated by the same talker. Talker-specific information thus appears to influence word recognition at multiple representational levels.
  • Jesse, A., & McQueen, J. M. (2007). Visual lexical stress information in audiovisual spoken-word recognition. In J. Vroomen, M. Swerts, & E. Krahmer (Eds.), Proceedings of the International Conference on Auditory-Visual Speech Processing 2007 (pp. 162-166). Tilburg: University of Tilburg.

    Abstract

    Listeners use suprasegmental auditory lexical stress information to resolve the competition words engage in during spoken-word recognition. The present study investigated whether (a) visual speech provides lexical stress information, and, more importantly, (b) whether this visual lexical stress information is used to resolve lexical competition. Dutch word pairs that differ in the lexical stress realization of their first two syllables, but not segmentally (e.g., 'OCtopus' and 'okTOber'; capitals marking primary stress) served as auditory-only, visual-only, and audiovisual speech primes. These primes either matched (e.g., 'OCto-'), mismatched (e.g., 'okTO-'), or were unrelated to (e.g., 'maCHI-') a subsequent printed target (octopus), which participants had to make a lexical decision to. To the degree that visual speech contains lexical stress information, lexical decisions to printed targets should be modulated through the addition of visual speech. Results show, however, no evidence for a role of visual lexical stress information in audiovisual spoken-word recognition.
  • De Jong, N. H., & Bosker, H. R. (2013). Choosing a threshold for silent pauses to measure second language fluency. In R. Eklund (Ed.), Proceedings of the 6th Workshop on Disfluency in Spontaneous Speech (DiSS) (pp. 17-20).

    Abstract

    Second language (L2) research often involves analyses of acoustic measures of fluency. The studies investigating fluency, however, have been difficult to compare because the measures of fluency that were used differed widely. One of the differences between studies concerns the lower cut-off point for silent pauses, which has been set anywhere between 100 ms and 1000 ms. The goal of this paper is to find an optimal cut-off point. We calculate acoustic measures of fluency using different pause thresholds and then relate these measures to a measure of L2 proficiency and to ratings on fluency.
  • Jordan, F. M., van Schaik, C. P., Francois, P., Gintis, H., Haun, D. B. M., Hruschka, D. H., Janssen, M. A., Kitts, J. A., Lehmann, L., Mathew, S., Richerson, P. J., Turchin, P., & Wiessner, P. (2013). Cultural evolution of the structure of human groups. In P. J. Richerson, & M. H. Christiansen (Eds.), Cultural Evolution: Society, technology, language, and religion (pp. 87-116). Cambridge, MA: MIT Press.
  • Jordan, F. (2013). Comparative phylogenetic methods and the study of pattern and process in kinship. In P. McConvell, I. Keen, & R. Hendery (Eds.), Kinship systems: Change and reconstruction (pp. 43-58). Salt Lake City, UT: University of Utah Press.

    Abstract

    Anthropology began by comparing aspects of kinship across cultures, while linguists interested in semantic domains such as kinship necessarily compare across languages. In this chapter I show how phylogenetic comparative methods from evolutionary biology can be used to study evolutionary processes relating to kinship and kinship terminologies across language and culture.
  • Jordens, P. (2013). Dummies and auxiliaries in the acquisition of L1 and L2 Dutch. In E. Blom, I. Van de Craats, & J. Verhagen (Eds.), Dummy Auxiliaries in First and Second Language Acquisition (pp. 341-368). Berlin: Mouton de Gruyter.
  • Jung, D., Klessa, K., Duray, Z., Oszkó, B., Sipos, M., Szeverényi, S., Várnai, Z., Trilsbeek, P., & Váradi, T. (2014). Languagesindanger.eu - Including multimedia language resources to disseminate knowledge and create educational material on less-resourced languages. In N. Calzolari, K. Choukri, T. Declerck, H. Loftsson, B. Maegaard, J. Mariani, A. Moreno, J. Odijk, & S. Piperidis (Eds.), Proceedings of LREC 2014: 9th International Conference on Language Resources and Evaluation (pp. 530-535).

    Abstract

    The present paper describes the development of the languagesindanger.eu interactive website as an example of including multimedia language resources to disseminate knowledge and create educational material on less-resourced languages. The website is a product of INNET (Innovative networking in infrastructure for endangered languages), European FP7 project. Its main functions can be summarized as related to the three following areas: (1) raising students' awareness of language endangerment and arouse their interest in linguistic diversity, language maintenance and language documentation; (2) informing both students and teachers about these topics and show ways how they can enlarge their knowledge further with a special emphasis on information about language archives; (3) helping teachers include these topics into their classes. The website has been localized into five language versions with the intention to be accessible to both scientific and non-scientific communities such as (primarily) secondary school teachers and students, beginning university students of linguistics, journalists, the interested public, and also members of speech communities who speak minority languages
  • Kallmeyer, L., Osswald, R., & Van Valin Jr., R. D. (2013). Tree wrapping for Role and Reference Grammar. In G. Morrill, & M.-J. Nederhof (Eds.), Formal grammar: 17th and 18th International Conferences, FG 2012/2013, Opole, Poland, August 2012: revised Selected Papers, Düsseldorf, Germany, August 2013: proceedings (pp. 175-190). Heidelberg: Springer.
  • Kanero, J., Franko, I., Oranç, C., Uluşahin, O., Koskulu, S., Adigüzel, Z., Küntay, A. C., & Göksun, T. (2018). Who can benefit from robots? Effects of individual differences in robot-assisted language learning. In Proceedings of the 8th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob) (pp. 212-217). Piscataway, NJ, USA: IEEE.

    Abstract

    It has been suggested that some individuals may benefit more from social robots than do others. Using second
    language (L2) as an example, the present study examined how individual differences in attitudes toward robots and personality
    traits may be related to learning outcomes. Preliminary results with 24 Turkish-speaking adults suggest that negative attitudes
    toward robots, more specifically thoughts and anxiety about the negative social impact that robots may have on the society,
    predicted how well adults learned L2 words from a social robot. The possible implications of the findings as well as future directions are also discussed
  • Kashima, Y., Kashima, E. S., & Kidd, E. (2014). Language and culture. In T. M. Holtgraves (Ed.), The Oxford Handbook of Language and Social Psychology (pp. 46-61). Oxford: Oxford University Press.
  • Kelly, S. D., & Ozyurek, A. (Eds.). (2007). Gesture, language, and brain [Special Issue]. Brain and Language, 101(3).
  • Kempen, G. (1986). Beyond word processing. In E. Cluff, & G. Bunting (Eds.), Information management yearbook 1986 (pp. 178-181). London: IDPM Publications.
  • Kempen, G. (2007). De kunst van het weglaten: Elliptische nevenschikking in een model van de spreker. In F. Moerdijk, A. van Santen, & R. Tempelaars (Eds.), Leven met woorden: Afscheidsbundel voor Piet van Sterkenburg (pp. 397-407). Leiden: Brill.

    Abstract

    This paper is an abridged version (in Dutch) of an in-press article by the same author (Kempen, G. (2008/9). Clausal coordination and coordinate ellipsis in a model of the speaker. To be published in: Linguistics). The two papers present a psycholinguistically inspired approach to the syntax of clause-level coordination and coordinate ellipsis. It departs from the assumption that coordinations are structurally similar to so-called appropriateness repairs Ñ an important type of self-repairs in spontaneous speech. Coordinate structures and appropriateness repairs can both be viewed as ÒupdateÓ con-structions. Updating is defined as a special sentence production mode that efficiently revises or augments existing sentential structure in response to modifications in the speakerÕs communicative intention. This perspective is shown to offer an empirically satisfactory and theoretically parsimonious account of two prominent types of coordinate ellipsis, in particular Forward Conjunction Reduction (FCR) and Gapping (including Long-Distance Gapping and Subgapping). They are analyzed as different manifestations of Òincremental updatingÓ Ñ efficient updating of only part of the existing sentential structure. Based on empirical data from Dutch and German, novel treatments are proposed for both types of clausal coordinate ellipsis. Two other forms of coordinate ellipsis Ñ SGF (ÒSubject Gap in Finite clauses with fronted verbÓ), and Backward Conjunction Reduction (BCR; also known as Right Node Raising or RNR) Ñ are shown to be incompatible with the notion of incremental updating. Alternative theoretical interpretations of these phenomena are proposed. The four types of clausal coordinate ellipsis Ñ SGF, Gapping, FCR and BCR Ñ are argued to originate in four different stages of sentence production: Intending (i.e. preparing the communicative intention), Conceptualization, Grammatical Encoding, and Phonological Encoding, respectively.
  • Kempen, G. (1986). Kunstmatige intelligentie en gezond verstand. In P. Hagoort, & R. Maessen (Eds.), Geest, computer, kunst (pp. 118-123). Utrecht: Stichting Grafiet.
  • Kempen, G. (1983). Het artificiële-intelligentieparadigma. Ervaringen met een nieuwe methodologie voor cognitief-psychologisch onderzoek. In J. Raaijmakers, P. Hudson, & A. Wertheim (Eds.), Metatheoretische aspekten van de psychonomie (pp. 85-98). Deventer: Van Loghum Slaterus.
  • Kempen, G. (1983). Natural language facilities in information systems: Asset or liability? In J. Van Apeldoorn (Ed.), Man and information technology: Towards friendlier systems (pp. 81-86). Delft University Press.
  • Kendrick, K. H., & Drew, P. (2014). The putative preference for offers over requests. In P. Drew, & E. Couper-Kuhlen (Eds.), Requesting in Social Interaction (pp. 87-113). Amsterdam: John Benjamins Publishing Company.

    Abstract

    Requesting and offering are closely related, insofar as they are activities associated with someone’s need for assistance. It has been supposed (e.g., Schegloff 2007) that requests and offers are not equivalent actions – specifically that offers are preferred actions and requests are dispreferred. We review the evidence for this claim across a corpus of requests and offers and demonstrate that the empirical evidence does not support the claim for a putative preference for offers over requests. Further consideration of the often symbiotic relationships between requesting and offering, particularly in face-to-face interactions, reveals a more complex picture of the ways in which people recruit others to help, or in which others are mobilized to help.
  • Khemlani, S., Leslie, S.-J., Glucksberg, S., & Rubio-Fernández, P. (2007). Do ducks lay eggs? How people interpret generic assertions. In D. S. McNamara, & J. G. Trafton (Eds.), Proceedings of the 29th Annual Conference of the Cognitive Science Society (CogSci 2007). Austin, TX: Cognitive Science Society.
  • Khetarpal, N., Neveu, G., Majid, A., Michael, L., & Regier, T. (2013). Spatial terms across languages support near-optimal communication: Evidence from Peruvian Amazonia, and computational analyses. In M. Knauff, M. Pauen, N. Sebanz, & I. Wachsmuth (Eds.), Proceedings of the 35th Annual Meeting of the Cognitive Science Society (pp. 764-769). Austin, TX: Cognitive Science Society. Retrieved from http://mindmodeling.org/cogsci2013/papers/0158/index.html.

    Abstract

    Why do languages have the categories they do? It has been argued that spatial terms in the world’s languages reflect categories that support highly informative communication, and that this accounts for the spatial categories found across languages. However, this proposal has been tested against only nine languages, and in a limited fashion. Here, we consider two new languages: Maijɨki, an under-documented language of Peruvian Amazonia, and English. We analyze spatial data from these two new languages and the original nine, using thorough and theoretically targeted computational tests. The results support the hypothesis that spatial terms across dissimilar languages enable near-optimally informative communication, over an influential competing hypothesis
  • Kidd, E., Bavin, S. L., & Brandt, S. (2013). The role of the lexicon in the development of the language processor. In D. Bittner, & N. Ruhlig (Eds.), Lexical bootstrapping: The role of lexis and semantics in child language development (pp. 217-244). Berlin: De Gruyter Mouton.
  • Kita, S., & Ozyurek, A. (2007). How does spoken language shape iconic gestures? In S. Duncan, J. Cassel, & E. Levy (Eds.), Gesture and the dynamic dimension of language (pp. 67-74). Amsterdam: Benjamins.
  • Klaas, G. (2007). Hints and recommendations concerning field equipment. In A. Majid (Ed.), Field manual volume 10 (pp. 5-6). Nijmegen: Max Planck Institute for Psycholinguistics.
  • Klatter-Folmer, J., Van Hout, R., Van den Heuvel, H., Fikkert, P., Baker, A., De Jong, J., Wijnen, F., Sanders, E., & Trilsbeek, P. (2014). Vulnerability in acquisition, language impairments in Dutch: Creating a VALID data archive. In N. Calzolari, K. Choukri, T. Declerck, H. Loftsson, B. Maegaard, J. Mariani, A. Moreno, J. Odijk, & S. Piperidis (Eds.), Proceedings of LREC 2014: 9th International Conference on Language Resources and Evaluation (pp. 357-364).

    Abstract

    The VALID Data Archive is an open multimedia data archive (under construction) with data from speakers suffering from language impairments. We report on a pilot project in the CLARIN-NL framework in which five data resources were curated. For all data sets concerned, written informed consent from the participants or their caretakers has been obtained. All materials were anonymized. The audio files were converted into wav (linear PCM) files and the transcriptions into CHAT or ELAN format. Research data that consisted of test, SPSS and Excel files were documented and converted into CSV files. All data sets obtained appropriate CMDI metadata files. A new CMDI metadata profile for this type of data resources was established and care was taken that ISOcat metadata categories were used to optimize interoperability. After curation all data are deposited at the Max Planck Institute for Psycholinguistics Nijmegen where persistent identifiers are linked to all resources. The content of the transcriptions in CHAT and plain text format can be searched with the TROVA search engine
  • Klein, W., & Von Stutterheim, C. (Eds.). (2007). Sprachliche Perspektivierung [Special Issue]. Zeitschrift für Literaturwissenschaft und Linguistik, 145.
  • Klein, W. (2013). Basic variety. In P. Robinson (Ed.), The Routledge encyclopedia of second language acquisition (pp. 64-65). New York: Routledge.
  • Klein, W. (1983). Deixis and spatial orientation in route directions. In H. Pick, & L. Acredolo (Eds.), Spatial orientation theory: Research, and application (pp. 283-311). New York: Plenum.
  • Klein, W. (1983). Der Ausdruck der Temporalität im ungesteuerten Spracherwerb. In G. Rauh (Ed.), Essays on Deixis (pp. 149-168). Tübingen: Narr.
  • Klein, W., & Perdue, C. (1986). Comment résourdre une tache verbale complexe avec peu de moyens linguistiques? In A. Giacomi, & D. Véronique (Eds.), Acquisition d'une langue étrangère (pp. 306-330). Aix-en-Provence: Service des Publications de l'Universite de Provence.
  • Klein, W. (2013). L'effettivo declino e la crescita potenziale della lessicografia tedesca. In N. Maraschio, D. De Martiono, & G. Stanchina (Eds.), L'italiano dei vocabolari: Atti di La piazza delle lingue 2012 (pp. 11-20). Firenze: Accademia della Crusca.
  • Klein, W. (Ed.). (1983). Intonation [Special Issue]. Zeitschrift für Literaturwissenschaft und Linguistik, (49).
  • Klein, W. (1986). Intonation und Satzmodalität in einfachen Fällen: Einige Beobachtungen. In E. Slembek (Ed.), Miteinander sprechen und handeln: Festschrift für Hellmut Geissner (pp. 161-177). Königstein Ts.: Scriptor.
  • Klein, W. (2013). European Science Foundation (ESF) Project. In P. Robinson (Ed.), The Routledge encyclopedia of second language acquisition (pp. 220-221). New York: Routledge.
  • Klein, W. (1991). Seven trivia of language acquisition. In L. Eubank (Ed.), Point counterpoint: Universal grammar in the second language (pp. 49-70). Amsterdam: Benjamins.
  • Klein, W. (1991). SLA theory: Prolegomena to a theory of language acquisition and implications for Theoretical Linguistics. In T. Huebner, & C. Ferguson (Eds.), Crosscurrents in second language acquisition and linguistic theories (pp. 169-194). Amsterdam: Benjamins.
  • Klein, W. (Ed.). (1975). Sprache ausländischer Arbeiter [Special Issue]. Zeitschrift für Literaturwissenschaft und Linguistik, (18).
  • Klein, W. (1975). Sprachliche Variation. In K. Stocker (Ed.), Taschenlexikon der Literatur- und Sprachdidaktik (pp. 557-561). Kronberg/Ts.: Scriptor.
  • Klein, W. (Ed.). (1986). Sprachverfall [Special Issue]. Zeitschrift für Literaturwissenschaft und Linguistik, (62).
  • Klein, W. (1975). Über Peter Handkes "Kaspar" und einige Fragen der poetischen Kommunikation. In A. Van Kesteren, & H. Schmid (Eds.), Einführende Bibliographie zur modernen Dramentheorie (pp. 300-317). Kronberg/Ts.: Scriptor Verlag.
  • Klein, W. (2013). Von Reichtum und Armut des deutschen Wortschatzes. In Deutsche Akademie für Sprache und Dichtung, & Union der deutschen Akademien der Wissenschaften (Eds.), Reichtum und Armut der deutschen Sprache (pp. 15-55). Boston: de Gruyter.
  • Kockelman, P., Enfield, N. J., & Sidnell, J. (2014). Process and formation. In N. J. Enfield, P. Kockelman, & J. Sidnell (Eds.), The Cambridge handbook of linguistic anthropology (pp. 183-186). Cambridge: Cambridge University Press.
  • Konopka, A. E., & Brown-Schmidt, S. (2014). Message encoding. In V. Ferreira, M. Goldrick, & M. Miozzo (Eds.), The Oxford handbook of language production (pp. 3-20). New York: Oxford University Press.
  • De Kovel, C. G. F., & Fisher, S. E. (2018). Molecular genetic methods. In A. M. B. De Groot, & P. Hagoort (Eds.), Research methods in psycholinguistics and the neurobiology of language: A practical guide (pp. 330-353). Hoboken: Wiley.
  • Kristoffersen, J. H., Troelsgard, T., & Zwitserlood, I. (2013). Issues in sign language lexicography. In H. Jackson (Ed.), The Bloomsbury companion to lexicography (pp. 259-283). London: Bloomsbury.
  • Kuzla, C., & Ernestus, M. (2007). Prosodic conditioning of phonetic detail of German plosives. In J. Trouvain, & W. J. Barry (Eds.), Proceedings of the 16th International Congress of Phonetic Sciences (ICPhS 2007) (pp. 461-464). Dudweiler: Pirrot.

    Abstract

    The present study investigates the influence of prosodic structure on the fine-grained phonetic details of German plosives which also cue the phonological fortis-lenis contrast. Closure durations were found to be longer at higher prosodic boundaries. There was also less glottal vibration in lenis plosives at higher prosodic boundaries. Voice onset time in lenis plosives was not affected by prosody. In contrast, for the fortis plosives VOT decreased at higher boundaries, as did the maximal intensity of the release. These results demonstrate that the effects of prosody on different phonetic cues can go into opposite directions, but are overall constrained by the need to maintain phonological contrasts. While prosodic effects on some cues are compatible with a ‘fortition’ account of prosodic strengthening or with a general feature enhancement explanation, the effects on others enhance paradigmatic contrasts only within a given prosodic position.
  • Ladd, D. R., & Dediu, D. (2013). Genes and linguistic tone. In H. Pashler (Ed.), Encyclopedia of the mind (pp. 372-373). London: Sage Publications.

    Abstract

    It is usually assumed that the language spoken by a human community is independent of the community's genetic makeup, an assumption supported by an overwhelming amount of evidence. However, the possibility that language is influenced by its speakers' genes cannot be ruled out a priori, and a recently discovered correlation between the geographic distribution of tone languages and two human genes seems to point to a genetically influenced bias affecting language. This entry describes this specific correlation and highlights its major implications. Voice pitch has a variety of communicative functions. Some of these are probably universal, such as conveying information about the speaker's sex, age, and emotional state. In many languages, including the European languages, voice pitch also conveys certain sentence-level meanings such as signaling that an utterance is a question or an exclamation; these uses of pitch are known as intonation. Some languages, however, known as tone languages, nian ...
  • Ladd, D. R., & Cutler, A. (1983). Models and measurements in the study of prosody. In A. Cutler, & D. R. Ladd (Eds.), Prosody: Models and measurements (pp. 1-10). Heidelberg: Springer.
  • Lai, V. T., Chang, M., Duffield, C., Hwang, J., Xue, N., & Palmer, M. (2007). Defining a methodology for mapping Chinese and English sense inventories. In Proceedings of the 8th Chinese Lexical Semantics Workshop 2007 (CLSW 2007). The Hong Kong Polytechnic University, Hong Kong, May 21-23 (pp. 59-65).

    Abstract

    In this study, we explored methods for linking Chinese and English sense inventories using two opposing approaches: creating links (1) bottom-up: by starting at the finer-grained sense level then proceeding to the verb subcategorization frames and (2) top-down: by starting directly with the more coarse-grained frame levels. The sense inventories for linking include pre-existing corpora, such as English Propbank (Palmer, Gildea, and Kingsbury, 2005), Chinese Propbank (Xue and Palmer, 2004) and English WordNet (Fellbaum, 1998) and newly created corpora, the English and Chinese Sense Inventories from DARPA-GALE OntoNotes. In the linking task, we selected a group of highly frequent and polysemous communication verbs, including say, ask, talk, and speak in English, and shuo, biao-shi, jiang, and wen in Chinese. We found that with the bottom-up method, although speakers of both languages agreed on the links between senses, the subcategorization frames of the corresponding senses did not match consistently. With the top-down method, if the verb frames match in both languages, their senses line up more quickly to each other. The results indicate that the top-down method is more promising in linking English and Chinese sense inventories.
  • Latrouite, A., & Van Valin Jr., R. D. (2014). Event existentials in Tagalog: A Role and Reference Grammar account. In W. Arka, & N. L. K. Mas Indrawati (Eds.), Argument realisations and related constructions in Austronesian languages: papers from 12-ICAL (pp. 161-174). Canberra: Pacific Linguistics.
  • Lattenkamp, E. Z., Vernes, S. C., & Wiegrebe, L. (2018). Mammalian models for the study of vocal learning: A new paradigm in bats. In C. Cuskley, M. Flaherty, H. Little, L. McCrohon, A. Ravignani, & T. Verhoef (Eds.), Proceedings of the 12th International Conference on the Evolution of Language (EVOLANG XII) (pp. 235-237). Toruń, Poland: NCU Press. doi:10.12775/3991-1.056.
  • Lausberg, H., & Sloetjes, H. (2013). NEUROGES in combination with the annotation tool ELAN. In H. Lausberg (Ed.), Understanding body movement: A guide to empirical research on nonverbal behaviour with an introduction to the NEUROGES coding system (pp. 199-200). Frankfurt a/M: Lang.
  • Lauscher, A., Eckert, K., Galke, L., Scherp, A., Rizvi, S. T. R., Ahmed, S., Dengel, A., Zumstein, P., & Klein, A. (2018). Linked open citation database: Enabling libraries to contribute to an open and interconnected citation graph. In J. Chen, M. A. Gonçalves, J. M. Allen, E. A. Fox, M.-Y. Kan, & V. Petras (Eds.), JCDL '18: Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries (pp. 109-118). New York: ACM. doi:10.1145/3197026.3197050.

    Abstract

    Citations play a crucial role in the scientific discourse, in information retrieval, and in bibliometrics. Many initiatives are currently promoting the idea of having free and open citation data. Creation of citation data, however, is not part of the cataloging workflow in libraries nowadays.
    In this paper, we present our project Linked Open Citation Database, in which we design distributed processes and a system infrastructure based on linked data technology. The goal is to show that efficiently cataloging citations in libraries using a semi-automatic approach is possible. We specifically describe the current state of the workflow and its implementation. We show that we could significantly improve the automatic reference extraction that is crucial for the subsequent data curation. We further give insights on the curation and linking process and provide evaluation results that not only direct the further development of the project, but also allow us to discuss its overall feasibility.
  • Lefever, E., Hendrickx, I., Croijmans, I., Van den Bosch, A., & Majid, A. (2018). Discovering the language of wine reviews: A text mining account. In N. Calzolari, K. Choukri, C. Cieri, T. Declerck, S. Goggi, K. Hasida, H. Isahara, B. Maegaard, J. Mariani, H. Mazo, A. Moreno, J. Odijk, S. Piperidis, & T. Tokunaga (Eds.), Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) (pp. 3297-3302). Paris: LREC.

    Abstract

    It is widely held that smells and flavors are impossible to put into words. In this paper we test this claim by seeking predictive patterns in wine reviews, which ostensibly aim to provide guides to perceptual content. Wine reviews have previously been critiqued as random and meaningless. We collected an English corpus of wine reviews with their structured metadata, and applied machine learning techniques to automatically predict the wine's color, grape variety, and country of origin. To train the three supervised classifiers, three different information sources were incorporated: lexical bag-of-words features, domain-specific terminology features, and semantic word embedding features. In addition, using regression analysis we investigated basic review properties, i.e., review length, average word length, and their relationship to the scalar values of price and review score. Our results show that wine experts do share a common vocabulary to describe wines and they use this in a consistent way, which makes it possible to automatically predict wine characteristics based on the review text alone. This means that odors and flavors may be more expressible in language than typically acknowledged.
  • Lenkiewicz, A., & Drude, S. (2013). Automatic annotation of linguistic 2D and Kinect recordings with the Media Query Language for Elan. In Proceedings of Digital Humanities 2013 (pp. 276-278).

    Abstract

    Research in body language with use of gesture recognition and speech analysis has gained much attention in the recent times, influencing disciplines related to image and speech processing.

    This study aims to design the Media Query Language (MQL) (Lenkiewicz, et al. 2012) combined with the Linguistic Media Query Interface (LMQI) for Elan (Wittenburg, et al. 2006). The system integrated with the new achievements in audio-video recognition will allow querying media files with predefined gesture phases (or motion primitives) and speech characteristics as well as combinations of both. For the purpose of this work the predefined motions and speech characteristics are called patterns for atomic elements and actions for a sequence of patterns. The main assumption is that a user-customized library of patterns and actions and automated media annotation with LMQI will reduce annotation time, hence decreasing costs of creation of annotated corpora. Increase of the number of annotated data should influence the speed and number of possible research in disciplines in which human multimodal interaction is a subject of interest and where annotated corpora are required.
  • Lenkiewicz, P., Drude, S., Lenkiewicz, A., Gebre, B. G., Masneri, S., Schreer, O., Schwenninger, J., & Bardeli, R. (2014). Application of audio and video processing methods for language research and documentation: The AVATecH Project. In Z. Vetulani, & J. Mariani (Eds.), 5th Language and Technology Conference, LTC 2011, Poznań, Poland, November 25-27, 2011, Revised Selected Papers (pp. 288-299). Berlin: Springer.

    Abstract

    Evolution and changes of all modern languages is a wellknown fact. However, recently it is reaching dynamics never seen before, which results in loss of the vast amount of information encoded in every language. In order to preserve such rich heritage, and to carry out linguistic research, properly annotated recordings of world languages are necessary. Since creating those annotations is a very laborious task, reaching times 100 longer than the length of the annotated media, innovative video processing algorithms are needed, in order to improve the efficiency and quality of annotation process. This is the scope of the AVATecH project presented in this article
  • Lenkiewicz, P., Shkaravska, O., Goosen, T., Windhouwer, M., Broeder, D., Roth, S., & Olsson, O. (2014). The DWAN framework: Application of a web annotation framework for the general humanities to the domain of language resources. In N. Calzolari, K. Choukri, T. Declerck, H. Loftsson, B. Maegaard, J. Mariani, A. Moreno, J. Odijk, & S. Piperidis (Eds.), Proceedings of LREC 2014: 9th International Conference on Language Resources and Evaluation (pp. 3644-3649).
  • Lev-Ari, S., & Peperkamp, S. (2014). Do people converge to the linguistic patterns of non-reliable speakers? Perceptual learning from non-native speakers. In S. Fuchs, M. Grice, A. Hermes, L. Lancia, & D. Mücke (Eds.), Proceedings of the 10th International Seminar on Speech Production (ISSP) (pp. 261-264).

    Abstract

    People's language is shaped by the input from the environment. The environment, however, offers a range of linguistic inputs that differ in their reliability. We test whether listeners accordingly weigh input from sources that differ in reliability differently. Using a perceptual learning paradigm, we show that listeners adjust their representations according to linguistic input provided by native but not by non-native speakers. This is despite the fact that listeners are able to learn the characteristics of the speech of both speakers. These results provide evidence for a disassociation between adaptation to the characteristic of specific speakers and adjustment of linguistic representations in general based on these learned characteristics. This study also has implications for theories of language change. In particular, it cast doubts on the hypothesis that a large proportion of non-native speakers in a community can bring about linguistic changes
  • Levelt, W. J. M. (2014). From Rousseau to Suppes: On diaries and probabilistic grammars. In C. E. Crangle, A. García de la Sienra, & H. E. Longino (Eds.), Foundations and methods from mathematics to neuroscience: Essays inspired by Patrick Suppes (pp. 149-156). Stanford, CA: CSLI publications.
  • Levelt, W. J. M. (1962). Motion breaking and the perception of causality. In A. Michotte (Ed.), Causalité, permanence et réalité phénoménales: Etudes de psychologie expérimentale (pp. 244-258). Louvain: Publications Universitaires.
  • Levelt, W. J. M., & Plomp, R. (1962). Musical consonance and critical bandwidth. In Proceedings of the 4th International Congress Acoustics (pp. 55-55).
  • Levelt, W. J. M. (2007). Levensbericht Detlev W. Ploog. In Levensberichten en herdenkingen 2007 (pp. 60-63). Amsterdam: Koninklijke Nederlandse Akademie van Wetenschappen.
  • Levelt, W. J. M. (1986). Herdenking van Joseph Maria Franciscus Jaspars (16 maart 1934 - 31 juli 1985). In Jaarboek 1986 Koninklijke Nederlandse Akademie van Wetenschappen (pp. 187-189). Amsterdam: North Holland.
  • Levelt, W. J. M. (1991). Lexical access in speech production: Stages versus cascading. In H. Peters, W. Hulstijn, & C. Starkweather (Eds.), Speech motor control and stuttering (pp. 3-10). Amsterdam: Excerpta Medica.
  • Levelt, W. J. M., & Flores d'Arcais, G. B. (1975). Some psychologists' reactions to the Symposium of Dynamic Aspects of Speech Perception. In A. Cohen, & S. Nooteboom (Eds.), Structure and process in speech perception (pp. 345-351). Berlin: Springer.
  • Levelt, W. J. M. (1975). Systems, skills and language learning. In A. Van Essen, & J. Menting (Eds.), The context of foreign language learning (pp. 83-99). Assen: Van Gorcum.
  • Levelt, W. J. M., & Kempen, G. (1975). Semantic and syntactic aspects of remembering sentences: A review of some recent continental research. In A. Kennedy, & W. Wilkes (Eds.), Studies in long term memory (pp. 201-216). New York: Wiley.
  • Levelt, W. J. M. (1983). The speaker's organization of discourse. In Proceedings of the XIIIth International Congress of Linguists (pp. 278-290).
  • Levelt, W. J. M. (1986). Zur sprachlichen Abbildung des Raumes: Deiktische und intrinsische Perspektive. In H. Bosshardt (Ed.), Perspektiven auf Sprache. Interdisziplinäre Beiträge zum Gedenken an Hans Hörmann (pp. 187-211). Berlin: De Gruyter.
  • Levelt, W. J. M. (2014). Über Sprachtätigkeit - Untersuchungen zum Sprechvorgang. In Orden pour le mérite für Wissenschaft und Künste (Ed.), Reden und Gedenkworte. Band 2012-2013 (pp. 37-62). Berlin: Wallstein Verlag.
  • Levinson, S. C. (2007). Optimizing person reference - perspectives from usage on Rossel Island. In N. Enfield, & T. Stivers (Eds.), Person reference in interaction: Linguistic, cultural, and social perspectives (pp. 29-72). Cambridge: Cambridge University Press.

    Abstract

    This chapter explicates the requirement in person–reference for balancing demands for recognition, minimalization, explicitness and indirection. This is illustrated with reference to data from repair of failures of person–reference within a particular linguistic/cultural context, namely casual interaction among Rossel Islanders. Rossel Island (PNG) offers a ‘natural experiment’ for studying aspects of person reference, because of a number of special properties: 1. It is a closed universe of 4000 souls, sharing one kinship network, so in principle anyone could be recognizable from a reference. As a result no (complex) descriptions (cf. ‘ the author of Waverly’) are employed. 2. Names, however, are never uniquely referring, since they are drawn from a fixed pool. They are only used for about 25% of initial references, another 25% of initial references being done by kinship triangulation (‘that man’s father–in–law’). Nearly 50% of initial references are semantically underspecified or vague (e.g. ‘that girl’). 3. There are systematic motivations for oblique reference, e.g. kinship–based taboos and other constraints, which partly account for the underspecified references. The ‘natural experiment’ thus reveals some gneral lessons about how person–reference requires optimizing multiple conflicting constraints. Comparison with Sacks and Schegloff’s (1979) treatment of English person reference suggests a way to tease apart the universal and the culturally–particular.
  • Levinson, S. C. (2013). Action formation and ascription. In T. Stivers, & J. Sidnell (Eds.), The handbook of conversation analysis (pp. 103-130). Malden, MA: Wiley-Blackwell. doi:10.1002/9781118325001.ch6.

    Abstract

    Since the core matrix for language use is interaction, the main job of language
    is not to express propositions or abstract meanings, but to deliver actions.
    For in order to respond in interaction we have to ascribe to the prior turn
    a primary ‘action’ – variously thought of as an ‘illocution’, ‘speech act’, ‘move’,
    etc. – to which we then respond. The analysis of interaction also relies heavily
    on attributing actions to turns, so that, e.g., sequences can be characterized in
    terms of actions and responses. Yet the process of action ascription remains way
    understudied. We don’t know much about how it is done, when it is done, nor even
    what kind of inventory of possible actions might exist, or the degree to which they
    are culturally variable.
    The study of action ascription remains perhaps the primary unfulfilled task in
    the study of language use, and it needs to be tackled from conversationanalytic,
    psycholinguistic, cross-linguistic and anthropological perspectives.
    In this talk I try to take stock of what we know, and derive a set of goals for and
    constraints on an adequate theory. Such a theory is likely to employ, I will suggest,
    a top-down plus bottom-up account of action perception, and a multi-level notion
    of action which may resolve some of the puzzles that have repeatedly arisen.
  • Levinson, S. C. (2013). Cross-cultural universals and communication structures. In M. A. Arbib (Ed.), Language, music, and the brain: A mysterious relationship (pp. 67-80). Cambridge, MA: MIT Press.

    Abstract

    Given the diversity of languages, it is unlikely that the human capacity for language resides in rich universal syntactic machinery. More likely, it resides centrally in the capacity for vocal learning combined with a distinctive ethology for communicative interaction, which together (no doubt with other capacities) make diverse languages learnable. This chapter focuses on face-to-face communication, which is characterized by the mapping of sounds and multimodal signals onto speech acts and which can be deeply recursively embedded in interaction structure, suggesting an interactive origin for complex syntax. These actions are recognized through Gricean intention recognition, which is a kind of “ mirroring” or simulation distinct from the classic mirror neuron system. The multimodality of conversational interaction makes evident the involvement of body, hand, and mouth, where the burden on these can be shifted, as in the use of speech and gesture, or hands and face in sign languages. Such shifts having taken place during the course of human evolution. All this suggests a slightly different approach to the mystery of music, whose origins should also be sought in joint action, albeit with a shift from turn-taking to simultaneous expression, and with an affective quality that may tap ancient sources residual in primate vocalization. The deep connection of language to music can best be seen in the only universal form of music, namely song.
  • Levinson, S. C. (1991). Deixis. In W. Bright (Ed.), Oxford international encyclopedia of linguistics (pp. 343-344). Oxford University Press.
  • Levinson, S. C., Senft, G., & Majid, A. (2007). Emotion categories in language and thought. In A. Majid (Ed.), Field Manual Volume 10 (pp. 46-52). Nijmegen: Max Planck Institute for Psycholinguistics. doi:10.17617/2.492892.
  • Levinson, S. C. (2014). Language evolution. In N. J. Enfield, P. Kockelman, & J. Sidnell (Eds.), The Cambridge handbook of linguistic anthropology (pp. 309-324). Cambridge: Cambridge University Press.
  • Levinson, S. C., Majid, A., & Enfield, N. J. (2007). Language of perception: The view from language and culture. In A. Majid (Ed.), Field Manual Volume 10 (pp. 10-21). Nijmegen: Max Planck Institute for Psycholinguistics. doi:10.17617/2.468738.
  • Levinson, S. C. (2018). Introduction: Demonstratives: Patterns in diversity. In S. C. Levinson, S. Cutfield, M. Dunn, N. J. Enfield, & S. Meira (Eds.), Demonstratives in cross-linguistic perspective (pp. 1-42). Cambridge: Cambridge University Press.
  • Levinson, S. C. (2014). Pragmatics as the origin of recursion. In F. Lowenthal, & L. Lefebvre (Eds.), Language and recursion (pp. 3-13). Berlin: Springer. doi:10.1007/978-1-4614-9414-0_1.

    Abstract

    There has been a recent spate of work on recursion as a central design feature of language and specifically of syntax. This short report points out that there is little evidence that unlimited recursion, understood as centre embedding, is typical of natural language syntax. Nevertheless, embedded pragmatic construals seem available in every language. Further, much deeper centre embedding can be found in dialogue or conversation structure than can be found in syntax. Existing accounts for the ‘performance’ limitations on centre embedding are thus thrown in doubt. Dialogue materials suggest that centre embedding is perhaps a core part of the human interaction system and is for some reason much more highly restricted in syntax than in other aspects of cognition
  • Levinson, S. C., & Dediu, D. (2013). The interplay of genetic and cultural factors in ongoing language evolution. In P. J. Richerson, & M. H. Christiansen (Eds.), Cultural evolution: Society, technology, language, and religion. Strüngmann Forum Reports, vol. 12 (pp. 219-232). Cambridge, Mass: MIT Press.
  • Levinson, S. C., & Majid, A. (2007). The language of sound. In A. Majid (Ed.), Field Manual Volume 10 (pp. 29-31). Nijmegen: Max Planck Institute for Psycholinguistics. doi:10.17617/2.468735.
  • Levinson, S. C., & Majid, A. (2007). The language of vision II: Shape. In A. Majid (Ed.), Field Manual Volume 10 (pp. 26-28). Nijmegen: Max Planck Institute for Psycholinguistics. doi:10.17617/2.468732.
  • Levinson, S. C. (2018). Yélî Dnye: Demonstratives in the language of Rossel Island, Papua New Guinea. In S. C. Levinson, S. Cutfield, M. Dunn, N. J. Enfield, & S. Meira (Eds.), Demonstratives in cross-linguistic perspective (pp. 318-342). Cambridge: Cambridge University Press.
  • Lew, A. A., Hall-Lew, L., & Fairs, A. (2014). Language and Tourism in Sabah, Malaysia and Edinburgh, Scotland. In B. O'Rourke, N. Bermingham, & S. Brennan (Eds.), Opening New Lines of Communication in Applied Linguistics: Proceedings of the 46th Annual Meeting of the British Association for Applied Linguistics (pp. 253-259). London, UK: Scitsiugnil Press.
  • Lindström, E., Terrill, A., Reesink, G., & Dunn, M. (2007). The languages of Island Melanesia. In J. S. Friedlaender (Ed.), Genes, language, and culture history in the Southwest Pacific (pp. 118-140). Oxford: Oxford University Press.

    Abstract

    This chapter provides an overview of the Papuan and the Oceanic languages (a branch of Austronesian) in Northern Island Melanesia, as well as phenomena arising through contact between these groups. It shows how linguistics can contribute to the understanding of the history of languages and speakers, and what the findings of those methods have been. The location of the homeland of speakers of Proto-Oceanic is indicated (in northeast New Britain); many facets of the lives of those speakers are shown; and the patterns of their subsequent spread across Island Melanesia and beyond into Remote Oceania are indicated, followed by a second wave overlaying the first into New Guinea and as far as halfway through the Solomon Islands. Regarding the Papuan languages of this region, at least some are older than the 6,000-10,000 ceiling of the Comparative Method, and their relations are explored with the aid of a database of 125 non-lexical structural features. The results reflect archipelago-based clustering with the Central Solomons Papuan languages forming a clade either with the Bismarcks or with Bougainville languages. Papuan languages in Bougainville are less influenced by Oceanic languages than those in the Bismarcks and the Solomons. The chapter considers a variety of scenarios to account for their findings, concluding that the results are compatible with multiple pre-Oceanic waves of arrivals into the area after initial settlement.
  • Liszkowski, U. (2007). Human twelve-month-olds point cooperatively to share interest with and helpfully provide information for a communicative partner. In K. Liebal, C. Müller, & S. Pika (Eds.), Gestural communication in nonhuman and human primates (pp. 124-140). Amsterdam: Benjamins.

    Abstract

    This paper investigates infant pointing at 12 months. Three recent experimental studies from our lab are reported and contrasted with existing accounts on infant communicative and social-cognitive abilities. The new results show that infant pointing at 12 months already is a communicative act which involves the intentional transmission of information to share interest with, or provide information for other persons. It is argued that infant pointing is an inherently social and cooperative act which is used to share psychological relations between interlocutors and environment, repairs misunderstandings in proto-conversational turn-taking, and helps others by providing information. Infant pointing builds on an understanding of others as persons with attentional states and attitudes. Findings do not support lean accounts on early infant pointing which posit that it is initially non-communicative, does not serve the function of indicating, or is purely self-centered. It is suggested to investigate the emergence of reference and the motivation to jointly engage with others also before pointing has emerged.
  • Liszkowski, U., & Brown, P. (2007). Infant pointing (9-15 months) in different cultures. In A. Majid (Ed.), Field Manual Volume 10 (pp. 82-88). Nijmegen: Max Planck Institute for Psycholinguistics. doi:10.17617/2.492895.

    Abstract

    There are two tasks for conducting systematic observation of child-caregiver joint attention interactions. Task 1 – a “decorated room” designed to elicit infant and caregiver pointing. Task 2 – videotaped interviews about infant pointing behaviour. The goal of this task is to document the ontogenetic emergence of referential communication in caregiver infant interaction in different cultures, during the critical age of 8-15 months when children come to understand and share others’ intentions. This is of interest to all students of interaction and human communication; it does not require specialist knowledge of children.
  • Liszkowski, U. (2014). Pointing. In P. Brooks, & V. Kempe (Eds.), Encyclopedia of language development (Vol. 15) (pp. 471-473). London: Sage.
  • Little, H., & Silvey, C. (2014). Interpreting emerging structures: The interdependence of combinatoriality and compositionality. In Proceedings of the First Conference of the International Association for Cognitive Semiotics (IACS 2014) (pp. 113-114).
  • Little, H., & Eryilmaz, K. (2014). The effect of physical articulation constraints on the emergence of combinatorial structure. In B. De Boer, & T. Verhoef (Eds.), Proceedings of Evolang X, Workshop on Signals, Speech, and Signs (pp. 11-17).
  • Little, H., & De Boer, B. (2014). The effect of size of articulation space on the emergence of combinatorial structure. In E. Cartmill A., S. Roberts, H. Lyn, & H. Cornish (Eds.), The Evolution of Language: Proceedings of the 10th international conference (EvoLangX) (pp. 479-481). Singapore: World Scientific.
  • Liu, Z., Chen, A., & Van de Velde, H. (2014). Prosodic focus marking in Bai. In N. Campbell, D. Gibbon, & D. Hirst (Eds.), Proceedings of Speech Prosody 2014 (pp. 628-631).

    Abstract

    This study investigates prosodic marking of focus in Bai, a Sino-Tibetan language spoken in the Southwest of China, by adopting a semi-spontaneous experimental approach. Our data show that Bai speakers increase the duration of the focused constituent and reduce the duration of the post-focus constituent to encode focus. However, duration is not used in Bai to distinguish focus types differing in size and contrastivity. Further, pitch plays no role in signaling focus and differentiating focus types. The results thus suggest that Bai uses prosody to mark focus, but to a lesser extent, compared to Mandarin Chinese, with which Bai has been in close contact for centuries, and Cantonese, to which Bai is similar in the tonal system, although Bai is similar to Cantonese in its reliance on duration in prosodic focus marking.
  • Lopopolo, A., Frank, S. L., Van den Bosch, A., Nijhof, A., & Willems, R. M. (2018). The Narrative Brain Dataset (NBD), an fMRI dataset for the study of natural language processing in the brain. In B. Devereux, E. Shutova, & C.-R. Huang (Eds.), Proceedings of LREC 2018 Workshop "Linguistic and Neuro-Cognitive Resources (LiNCR) (pp. 8-11). Paris: LREC.

    Abstract

    We present the Narrative Brain Dataset, an fMRI dataset that was collected during spoken presentation of short excerpts of three
    stories in Dutch. Together with the brain imaging data, the dataset contains the written versions of the stimulation texts. The texts are
    accompanied with stochastic (perplexity and entropy) and semantic computational linguistic measures. The richness and unconstrained
    nature of the data allows the study of language processing in the brain in a more naturalistic setting than is common for fMRI studies.
    We hope that by making NBD available we serve the double purpose of providing useful neural data to researchers interested in natural
    language processing in the brain and to further stimulate data sharing in the field of neuroscience of language.
  • Lupyan, G., Wendorf, A., Berscia, L. M., & Paul, J. (2018). Core knowledge or language-augmented cognition? The case of geometric reasoning. In C. Cuskley, M. Flaherty, H. Little, L. McCrohon, A. Ravignani, & T. Verhoef (Eds.), Proceedings of the 12th International Conference on the Evolution of Language (EVOLANG XII) (pp. 252-254). Toruń, Poland: NCU Press. doi:10.12775/3991-1.062.
  • Mai, F., Galke, L., & Scherp, A. (2018). Using deep learning for title-based semantic subject indexing to reach competitive performance to full-text. In J. Chen, M. A. Gonçalves, J. M. Allen, E. A. Fox, M.-Y. Kan, & V. Petras (Eds.), JCDL '18: Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries (pp. 169-178). New York: ACM.

    Abstract

    For (semi-)automated subject indexing systems in digital libraries, it is often more practical to use metadata such as the title of a publication instead of the full-text or the abstract. Therefore, it is desirable to have good text mining and text classification algorithms that operate well already on the title of a publication. So far, the classification performance on titles is not competitive with the performance on the full-texts if the same number of training samples is used for training. However, it is much easier to obtain title data in large quantities and to use it for training than full-text data. In this paper, we investigate the question how models obtained from training on increasing amounts of title training data compare to models from training on a constant number of full-texts. We evaluate this question on a large-scale dataset from the medical domain (PubMed) and from economics (EconBiz). In these datasets, the titles and annotations of millions of publications are available, and they outnumber the available full-texts by a factor of 20 and 15, respectively. To exploit these large amounts of data to their full potential, we develop three strong deep learning classifiers and evaluate their performance on the two datasets. The results are promising. On the EconBiz dataset, all three classifiers outperform their full-text counterparts by a large margin. The best title-based classifier outperforms the best full-text method by 9.4%. On the PubMed dataset, the best title-based method almost reaches the performance of the best full-text classifier, with a difference of only 2.9%.
  • Majid, A. (2018). Cultural factors shape olfactory language [Reprint]. In D. Howes (Ed.), Senses and Sensation: Critical and Primary Sources. Volume 3 (pp. 307-310). London: Bloomsbury Publishing.
  • Majid, A., & Bowerman, M. (Eds.). (2007). Cutting and breaking events: A crosslinguistic perspective [Special Issue]. Cognitive Linguistics, 18(2).

    Abstract

    This special issue of Cognitive Linguistics explores the linguistic encoding of events of cutting and breaking. In this article we first introduce the project on which it is based by motivating the selection of this conceptual domain, presenting the methods of data collection used by all the investigators, and characterizing the language sample. We then present a new approach to examining crosslinguistic similarities and differences in semantic categorization. Applying statistical modeling to the descriptions of cutting and breaking events elicited from speakers of all the languages, we show that although there is crosslinguistic variation in the number of distinctions made and in the placement of category boundaries, these differences take place within a strongly constrained semantic space: across languages, there is a surprising degree of consensus on the partitioning of events in this domain. In closing, we compare our statistical approach with more conventional semantic analyses, and show how an extensional semantic typological approach like the one illustrated here can help illuminate the intensional distinctions made by languages.
  • Majid, A. (2018). Language and cognition. In H. Callan (Ed.), The International Encyclopedia of Anthropology. Hoboken: John Wiley & Sons Ltd.

    Abstract

    What is the relationship between the language we speak and the way we think? Researchers working at the interface of language and cognition hope to understand the complex interplay between linguistic structures and the way the mind works. This is thorny territory in anthropology and its closely allied disciplines, such as linguistics and psychology.

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  • Majid, A., & Levinson, S. C. (2007). Language of perception: Overview of field tasks. In A. Majid (Ed.), Field Manual Volume 10 (pp. 8-9). Nijmegen: Max Planck Institute for Psycholinguistics. doi:10.17617/2.492898.

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