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Improving and Evaluating Topic Models and Other Models of Text

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Cited by:

  1. Puklavec, Žiga & Kogler, Christoph & Stavrova, Olga & Zeelenberg, Marcel, 2023. "What we tweet about when we tweet about taxes: A topic modelling approach," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 1242-1254.
  2. Mengbing Li & Daniel E. Park & Maliha Aziz & Cindy M. Liu & Lance B. Price & Zhenke Wu, 2023. "Integrating sample similarities into latent class analysis: a tree‐structured shrinkage approach," Biometrics, The International Biometric Society, vol. 79(1), pages 264-279, March.
  3. Ferrara, Federico M. & Masciandaro, Donato & Moschella, Manuela & Romelli, Davide, 2022. "Political voice on monetary policy: Evidence from the parliamentary hearings of the European Central Bank," European Journal of Political Economy, Elsevier, vol. 74(C).
  4. Dehler-Holland, Joris & Okoh, Marvin & Keles, Dogan, 2022. "Assessing technology legitimacy with topic models and sentiment analysis – The case of wind power in Germany," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  5. Justyna Klejdysz & Robin L. Lumsdaine, 2023. "Shifts in ECB Communication: A Textual Analysis of the Press Conference," International Journal of Central Banking, International Journal of Central Banking, vol. 19(2), pages 473-542, June.
  6. Houari, Oussama & Bennani, Hamza & Bro de Comères, Quentin, 2025. "Climate risks and economic activity in France: Evidence from media coverage," Journal of International Money and Finance, Elsevier, vol. 155(C).
  7. Federico Maria Ferrara & Jörg S Haas & Andrew Peterson & Thomas Sattler, 2022. "Exports vs. Investment: How Public Discourse Shapes Support for External Imbalances," Post-Print hal-02569351, HAL.
  8. Carlos Mendez & Fernando Mendez & Vasiliki Triga & Juan Miguel Carrascosa, 2020. "EU Cohesion Policy under the Media Spotlight: Exploring Territorial and Temporal Patterns in News Coverage and Tone," Journal of Common Market Studies, Wiley Blackwell, vol. 58(4), pages 1034-1055, July.
  9. Choi, Hyunhong & Woo, JongRoul, 2022. "Investigating emerging hydrogen technology topics and comparing national level technological focus: Patent analysis using a structural topic model," Applied Energy, Elsevier, vol. 313(C).
  10. Dehler-Holland, Joris & Schumacher, Kira & Fichtner, Wolf, 2021. "Topic Modeling Uncovers Shifts in Media Framing of the German Renewable Energy Act," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 2(1).
  11. Berk Wheelock, Lauren & Pachamanova, Dessislava A., 2022. "Acceptable set topic modeling," European Journal of Operational Research, Elsevier, vol. 299(2), pages 653-673.
  12. Tamakloe, Reuben & Park, Dongjoo, 2023. "Discovering latent topics and trends in autonomous vehicle-related research: A structural topic modelling approach," Transport Policy, Elsevier, vol. 139(C), pages 1-20.
  13. Nobuyuki Hanaki & Ali I. Ozkes, 2023. "Strategic environment effect and communication," Experimental Economics, Springer;Economic Science Association, vol. 26(3), pages 588-621, July.
  14. Ingrid Ott & Simone Vannuccini, 2023. "Invention in Times of Global Challenges: A Text-Based Study of Remote Sensing and Global Public Goods," Economies, MDPI, vol. 11(8), pages 1-24, August.
  15. Erzurumlu, S. Sinan & Pachamanova, Dessislava, 2020. "Topic modeling and technology forecasting for assessing the commercial viability of healthcare innovations," Technological Forecasting and Social Change, Elsevier, vol. 156(C).
  16. Valerio Astuti & Marta Crispino & Marco Langiulli & Juri Marcucci, 2022. "Textual analysis of a Twitter corpus during the COVID-19 pandemics," Questioni di Economia e Finanza (Occasional Papers) 692, Bank of Italy, Economic Research and International Relations Area.
  17. Minwoo Ahn & Raksha Balakrishna & Michael Simeone & Marco A. Janssen, 2024. "When does group chat promote cooperation in shared resource governance?," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-10, December.
  18. Federico Maria Ferrara & Jörg Haas & Andrew Peterson & Thomas Sattler, 2020. "Exports vs. Investment: How Public Discourse Shapes Support for External Imbalances ," Working Papers hal-02569351, HAL.
  19. Ristolainen, Kim & Roukka, Tomi & Nyberg, Henri, 2024. "A thousand words tell more than just numbers: Financial crises and historical headlines," Journal of Financial Stability, Elsevier, vol. 70(C).
  20. Camilla Salvatore & Silvia Biffignandi & Annamaria Bianchi, 2022. "Corporate Social Responsibility Activities Through Twitter: From Topic Model Analysis to Indexes Measuring Communication Characteristics," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(3), pages 1217-1248, December.
  21. Jef Vlegels & Stijn Daenekindt, 2021. "Combining topic models with bipartite blockmodelling to uncover the multifaceted nature of social capital," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-15, June.
  22. Julie Ulstein, 2024. "Structural topic modeling as a mixed methods research design: a study on employer size and labor market outcomes for vulnerable groups," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(5), pages 4331-4351, October.
  23. Federico M. Ferrara & Donato Masciandaro & Manuela Moschella & Davide Romelli, 2021. "Political Voice on Monetary Policy: Evidence from the Parliamentary Hearings of the European Central Bank," BAFFI CAREFIN Working Papers 21159, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
  24. Salvatore Pirri & Valentina Lorenzoni & Gianni Andreozzi & Marta Mosca & Giuseppe Turchetti, 2020. "Topic Modeling and User Network Analysis on Twitter during World Lupus Awareness Day," IJERPH, MDPI, vol. 17(15), pages 1-18, July.
  25. Larsen, Vegard H. & Thorsrud, Leif A., 2019. "The value of news for economic developments," Journal of Econometrics, Elsevier, vol. 210(1), pages 203-218.
  26. Neil Dey & Matthew Singer & Jonathan P. Williams & Srijan Sengupta, 2024. "Word Embeddings as Statistical Estimators," Sankhya B: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 86(2), pages 415-441, November.
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