the proceedings contain 67 papers. the topics discussed include: exploring robustness in doctor-patient conversation summarization: an analysis of out-of-domain SOAP notes;efficient medical question answering with kno...
ISBN:
(纸本)9798891761094
the proceedings contain 67 papers. the topics discussed include: exploring robustness in doctor-patient conversation summarization: an analysis of out-of-domain SOAP notes;efficient medical question answering with knowledge-augmented question generation;Gemini goes to med school: exploring the capabilities of multimodal large language models on medical challenge problems & hallucinations;retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records;working alliance transformer for psychotherapy dialogue classification;building a German clinical named entity recognition system without in-domain training data;and DAIC-WOZ: on the validity of using the therapist’s prompts in automatic depression detection from clinical interviews.
Fuelled by technical advances, the interest in naturallanguageprocessing in the legal domain has rapidly increased over the last months and years. the design, usage, and testing of domain-specific systems, but also ...
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the proceedings contain 18 papers. the topics discussed include: documenting the unwritten curriculum of student research;example-driven course slides on naturallanguageprocessing concepts;industry vs academia: runn...
ISBN:
(纸本)9798891761346
the proceedings contain 18 papers. the topics discussed include: documenting the unwritten curriculum of student research;example-driven course slides on naturallanguageprocessing concepts;industry vs academia: running a course on transformers in two setups;striking a balance between classical and deep learning approaches in naturallanguageprocessing pedagogy;co-creational teaching of naturallanguageprocessing;collaborative development of modular open source educational resources for naturallanguageprocessing;from hate speech to societal empowerment: a pedagogical journey through computational thinking and NLP for high school students;tightly coupled worksheets and homework assignments for NLP;and teaching LLMs at Charles University: assignments and activities.
Traditional lectures have poorer outcomes compared to active learning methodologies, yet many naturallanguageprocessing classes in higher education still follow this outdated methodology. In this paper, we present, ...
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the rapid advancements and the widespread transformation of Large language Models, have made it necessary to incorporate these cutting-edge techniques into the educational curricula of naturallanguageprocessing (NLP...
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While deep learning approaches represent the state-of-the-art of naturallanguageprocessing (NLP) today, classical algorithms and approaches still find a place in NLP textbooks and courses of recent years. this paper...
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naturallanguageprocessing (NLP) is a fast-paced field and a popular course topic in many undergraduate and graduate programs. this paper presents a comprehensive suite of example-driven course slides covering NLP co...
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In this work, we present a collaboratively and continuously developed open-source educational resource (OSER) for teachingnaturallanguageprocessing at two different universities. We shed light on the principles we ...
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this paper presents teaching materials, particularly assignments and ideas for classroom activities, from a new course on large language models (LLMs) taught at Charles University. the assignments include experiments ...
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