SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Cheap Learning: Maximizing Performance of Language Models for Social Data Science Using Minimal Data
16 references·0 citing·47 second hop
Cheap Learning: Maximizing Performance of Language Models for Social Data Science Using Minimal Data (2025)Cheap Learning: Maximizing Performance of…Why open-source generative AI models are an ethical way forward for science (2023)Why open-source generative AI…Which Humans? (2023)Which Humans?ChatGPT outperforms crowd workers for text-annotation tasks (2023)ChatGPT outperforms crowd wor…GPT Takes the Bar Exam (2022)GPT Takes the Bar ExamAmazon Scraps Secret AI Recruiting Tool that Showed Bias against Women * (2022)Amazon Scraps Secret AI Recru…Three Gaps in Computational Text Analysis Methods for Social Sciences: A Research Agenda (2021)Three Gaps in Computational T…Machine Learning for Social Science: An Agnostic Approach (2021)Machine Learning for Social S…Machine Learning for Sociology (2019)Machine Learning for SociologyEnhanced news sentiment analysis using deep learning methods (2019)Enhanced news sentiment analy…The small, disloyal fake news audience: The role of audience availability in fake news consumption (2018)The small, disloyal fake news…Flexible Coding of In-depth Interviews: A Twenty-first-century Approach (2018)Flexible Coding of In-depth I…Teaching the Computer to Code Frames in News: Comparing Two Supervised Machine Learning Approaches to Frame Analysis (2014)Teaching the Computer to Code…Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Text as Data: The Promise and…Opening Up to Big Data : Computer-Assisted Analysis of Textual Data in Social Sciences (2013)Opening Up to Big Data : Comp…Six Provocations for Big Data (2011)Six Provocations for Big DataMeasuring the Public Agenda using Search Engine Queries (2011)Measuring the Public Agenda u…Content Analysis: An Introduction to its Methodology. (1984)The Content Analysis Guidebook (2017)Content Analysis: An Introduction to Its Methodology (2019)stm : An R Package for Structural Topic Models (2019)Text as Data (2019)The Strength of Weak Ties (1973)Writing Culture (1986)Writing Culture: The Poetics and Politics of Ethnography (1986)Accounting narratives and the narrative turn in accounting research: Issues, theory, methodology, methods and a research framework (2014)Exploring Universal Patterns in Human Home-Work Commuting from Mobile Phone Data (2014)Big other: Surveillance Capitalism and the Prospects of an Information Civilization (2015)Experimental Study of Inequality and Unpredictability in an Artificial Cultural Market (2006)When Corrections Fail: The Persistence of Political Misperceptions (2010)Defining “Fake News” (2017)The facts of fake news: A research review (2019)Causes and consequences of mainstream media dissemination of fake news: literature review and synthesis (2020)The Relationship Between Social Media Use and Beliefs in Conspiracy Theories and Misinformation (2021)The Discovery of Grounded Theory: Strategies for Qualitative Research. (1968)Basics of Qualitative Research: Grounded Theory Procedures and Techniques. (1992)How Many Interviews Are Enough? (2005)Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI (2020)Pragmatic approaches to analyzing qualitative data for implementation science: an introduction (2021)A qualitative study of rural healthcare providers’ views of social, cultural, and programmatic barriers to healthcare access (2022)False-Positive Psychology (2011)Estimating the reproducibility of psychological science (2015)Computational Social Science and Sociology (2020)Measuring the predictability of life outcomes with a scientific mass collaboration (2020)A sociotechnical perspective for the future of AI: narratives, inequalities, and human control (2022)The Discovery of Grounded Theory; Strategies for Qualitative Research (1968)Structural Topic Models for Open‐Ended Survey Responses (2014)Artificial Intelligence and Democracy: A Conceptual Framework (2023)Out of One, Many: Using Language Models to Simulate Human Samples (2023)Handbook of Research Methods in Social and Personality Psychology (2024)REFORMS: Consensus-based Recommendations for Machine-learning-based Science (2024)Confirmation Bias: A Ubiquitous Phenomenon in Many Guises (1998)Machine Translation Vs. Multilingual Dictionaries Assessing Two Strategies for the Topic Modeling of Multilingual Text Collections (2021)Less Annotating, More Classifying: Addressing the Data Scarcity Issue of Supervised Machine Learning with Deep Transfer Learning and BERT-NLI (2023)What We Can Do and Cannot Do with Topic Modeling: A Systematic Review (2023)Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence (2020)Ethics of AI in Education: Towards a Community-Wide Framework (2021)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)A perspective on the synergistic potential of artificial intelligence and product-based learning strategies in biobased materials education (2023)Can GPT-3 Perform Statutory Reasoning? (2023)The Internal State of an LLM Knows When It’s Lying (2023)Can Large Language Models Transform Computational Social Science? (2023)Can Generative AI improve social science? (2024)Durably reducing conspiracy beliefs through dialogues with AI (2024)
this work references cited by second hop

References

  • 2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
  • 2018Flexible Coding of In-depth Interviews: A Twenty-first-century Approach1,622 cited
  • 2023ChatGPT outperforms crowd workers for text-annotation tasks1,193 cited
  • 2022Amazon Scraps Secret AI Recruiting Tool that Showed Bias against Women *1,165 cited
  • 2011Six Provocations for Big Data491 cited
  • 2018The small, disloyal fake news audience: The role of audience availability in fake news consumption343 cited
  • 2021Machine Learning for Social Science: An Agnostic Approach324 cited
  • 2019Machine Learning for Sociology294 cited
  • 2021Three Gaps in Computational Text Analysis Methods for Social Sciences: A Research Agenda183 cited
  • 2022GPT Takes the Bar Exam178 cited
  • 2011Measuring the Public Agenda using Search Engine Queries171 cited
  • 2023Which Humans?151 cited
  • 2019Enhanced news sentiment analysis using deep learning methods146 cited
  • 2013Opening Up to Big Data : Computer-Assisted Analysis of Textual Data in Social Sciences119 cited
  • 2014Teaching the Computer to Code Frames in News: Comparing Two Supervised Machine Learning Approaches to Frame Analysis

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

114 cited
  • 2023Why open-source generative AI models are an ethical way forward for science104 cited
  • Cited by

    No citing works inside the corpus for this window.