普通视图
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2 - DHQ(Digital Humanities Quarterly)
- Striving towards automated writing – Views on authorship in story generation research
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7 - PubMed
- Large language models for history, philosophy, and sociology of science: Interpretive uses, methodological challenges, and critical perspectives
Large language models for history, philosophy, and sociology of science: Interpretive uses, methodological challenges, and critical perspectives
Stud Hist Philos Sci. 2026 Mar 30;117:102151. doi: 10.1016/j.shpsa.2026.102151. Online ahead of print.
ABSTRACT
This paper examines large language models (LLMs) as research tools in the history, philosophy, and sociology of science (HPSS). Because LLMs can work directly with heterogeneous, unstructured texts and capture meaning-relevant associations from usage patterns, they offer new ways to bridge close reading and corpus-scale analysis, challenging the idea that computational scale and interpretive nuance must trade off. We provide a compact primer on LLMs, covering the main components of their neural network architecture, the differences between generative and full-context models, and adaptation strategies such as fine-tuning, prompt-based learning, and retrieval-augmented generation (RAG). Building on this foundation, we analyze how LLMs recast three classic methodological problems in HPSS: working with historically messy data, detecting and interpreting large-scale patterns, and modeling scientific change over time. Across these areas we synthesize recent work in HPSS and adjacent fields, and we clarify how LLM outputs can function as exploratory prompts, as inputs to more structured pipelines, or as evidence under stricter validation and documentation. We conclude with four lessons: 1) model choice embeds interpretive trade-offs, 2) responsible use requires LLM literacy, 3) HPSS should develop its own tasks and evaluation practices, and 4) LLMs should extend rather than replace established interpretive methods. We also situate these methodological questions within broader concerns about platform dependence, accountability, and the responsibilities attached to research infrastructures. Finally, we argue that HPSS is well positioned to both use LLMs and to interrogate what counts as explanation, evidence, and responsible use in interpretive research.
PMID:41916166 | DOI:10.1016/j.shpsa.2026.102151
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7 - PubMed
- Migration, healthcare access, and the role of government schemes: Insights from South Indian trans women
Migration, healthcare access, and the role of government schemes: Insights from South Indian trans women
Int J Transgend Health. 2025 Mar 15;27(2):902-916. doi: 10.1080/26895269.2025.2478092. eCollection 2026.
ABSTRACT
BACKGROUND: Research on the challenges, marginalization, and identity of trans women in India has sparked important discussions, contributing to progressive changes in society. While the visibility and recognition of trans women is steadily growing, beneficial schemes tailored to their unique challenges are often overlooked, underscoring the need for greater attention and action.
AIM: The article aims to identify the unique healthcare and migration challenges faced by South Indian trans women and the reach and utilization of government-provided facilities by their community.
METHOD: A survey of 53 and interviews with 4 South Indian trans women focused on the utilization of state and central government schemes. Data from public and private healthcare facilities in Madurai were collected and visualized using Airtable, with results disseminated in Tamil and English to ensure accessibility for the trans community.
RESULTS: A relationship was identified between the effectiveness of state government welfare schemes and the well-being of the trans women's community. However, central government schemes often fail to reach their entire population. Furthermore, state government transportation schemes do not sufficiently support their healthcare access and economic development.
DISCUSSION: To enhance the socio-economic development of trans women, policymakers can ensure that beneficial schemes comprehensively reach all segments of society. Increased promotion, awareness, and advancements in these schemes are necessary to meet the needs of the trans women community. Additionally, extending free bus fare facilities specifically to trans women is recommended to improve their healthcare access, mobility, economic opportunities, and integration into mainstream society.
PMID:41891076 | PMC:PMC13015021 | DOI:10.1080/26895269.2025.2478092
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4 - DSCN(Digital Studies/le champ numérique)
- Hooked on a Feeling: A Computational Approach Towards Understanding Songwriting as Cultural Memory
Hooked on a Feeling: A Computational Approach Towards Understanding Songwriting as Cultural Memory
This paper presents a computational framework for analyzing how popular songwriting encodes and reflects cultural memory across seven decades. Using a corpus of 353 Grammy Song of the Year nominees from 1960 to 2025, this study employs a triangulated methodology combining sentiment analysis, lexical structure examination, and musicological feature analysis to trace systematic shifts in [...]
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2 - DHQ(Digital Humanities Quarterly)
- Multilingualism as Infrastructural Imperative: Language Diversity in Digital Knowledge Commons El multilingüismo como imperativo en la infraestructura digital: Diversidad lingüística en los bienes comunes de conocimientoMultilinguismo como Imperativo Infraestrutural: Diversidade Linguística em Bens Comuns Digitais de Conhecimento
Multilingualism as Infrastructural Imperative: Language Diversity in Digital Knowledge Commons El multilingüismo como imperativo en la infraestructura digital: Diversidad lingüística en los bienes comunes de conocimientoMultilinguismo como Imperativo Infraestrutural: Diversidade Linguística em Bens Comuns Digitais de Conhecimento
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3 - IJDH(International Journal of Digital Humanities)
- From historical maps to lived experiences: A community-engaged approach to 3D urban modeling of neighborhoods prior to urban highways and urban renewal
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3 - IJDH(International Journal of Digital Humanities)
- Mapping historical diaries into knowledge graphs: a multi-granular approach
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5 - ZfdG (Zeitschrift für digitale Geisteswissenschaften)
- Editionen an der Herzog August Bibliothek Wolfenbüttel. Ein explorativer Rückblick
Editionen an der Herzog August Bibliothek Wolfenbüttel. Ein explorativer Rückblick
Introduction: Reading Code in the Age of AI
Polysemicolon; Novice Programmers and Java Keywords
Rhetorical Strategies of Naming Practices in Code
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2 - DHQ(Digital Humanities Quarterly)
- Counting Feeling: Affect Theory and Sentiment Analysis in TextBlob
Counting Feeling: Affect Theory and Sentiment Analysis in TextBlob
The Epistemology of Code in the Age of Machine Learning
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2 - DHQ(Digital Humanities Quarterly)
- Playing in the Gap: Analog Programming and the First Video Game Console
Playing in the Gap: Analog Programming and the First Video Game Console
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2 - DHQ(Digital Humanities Quarterly)
- Reading Note G: Ada Lovelace and the Clerical Labor of Codework
Reading Note G: Ada Lovelace and the Clerical Labor of Codework
Defactoring Pace of Change
Reading Code Aloud
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2 - DHQ(Digital Humanities Quarterly)
- Losing the API: Developing Novel Methods for Scraping Black Twitter
Losing the API: Developing Novel Methods for Scraping Black Twitter
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2 - DHQ(Digital Humanities Quarterly)
- Open Tool Registries! Resolving the Directory Paradox with Wikidata
Open Tool Registries! Resolving the Directory Paradox with Wikidata
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2 - DHQ(Digital Humanities Quarterly)
- From the Rock Wall to Wikipedia: Sites of Digital Connection and Repair in the Community-Engaged Classroom