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“…RESULTS: Here, we present TMbed, a novel method inputting embeddings from protein Language Models (pLMs, here ProtT5), to predict for each residue one of four classes: transmembrane helix (TMH), transmembrane strand (TMB), signal peptide, or other. …”
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“…One set of the questions was about classroom expectations in an Oriental classroom culture (in the Vietnamese context), and the other asked the participants about the classroom expectations in a Western classroom culture (in the context of teaching English as a Foreign Language in Vietnam). The results revealed that both groups of the participants have a tendency to adopt the characteristics displayed in the Western classroom culture more than those in the Oriental classroom culture. …”
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“…Language production has often been described as impaired in psychiatric diseases such as in psychosis. …”
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“…Understanding spoken language requires transforming ambiguous acoustic streams into a hierarchy of representations, from phonemes to meaning. …”
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“…We propose a new metadata description language, named MEtaData Format for Open Reef Data (MEDFORD), in which scientists can record all details relevant to their research. …”
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“…This study examined the reliability and validity of speech-language pathologists’ (SLP) estimations of speech intelligibility in dysarthria, including a visual analog scale (VAS) method and a percent estimation method commonly used in clinical settings. …”
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“…Standardized, norm-referenced language assessment tools are used for a variety of purposes, including in education, clinical practice, and research. …”
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“…In addition to providing information about the available linguistic resources, we present a set of recommendations, and identify gaps in the data available for conducting research and building applications in Turkish Linguistics and Natural Language Processing.…”
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“…Interpersonal communication, such as discussion of students’ daily lives and their feelings, is integral to language classroom discourse. The decreases in foreign language enrollments and threats to programs the in U.S. in recent decades have also connected emotion labor to other professional discourses of relevance to language educators, namely those related to recruitment and retention. …”
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“…Thus, features of emotional body language are connected with the emotional content of an observed scene and people make use of the observed emotionally expressive body language and interpersonal coordination to infer emotional content of interactions.…”
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“…The goal of the research was to study the possibility of using the planned language Esperanto for text compression, and to compare the results of the text compression in Esperanto with the compression in natural languages, represented by Polish and English. …”
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“…In this review, we compare the learnable statistical regularities in language and emotion input. We then consider how domain‐general learning abilities may underly the acquisition of language and emotion, and how this process may be constrained in each domain. …”
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“…Natural language processing (NLP) is rapidly becoming an important topic in the medical community. …”
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“…Our results highlight that combining microbial genomics and language models is a promising avenue for revealing gene functions in microbes.…”
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