Published at #IRRJ: "Exploring Embedding Interpretability by Correspondences Between Topic Models and Text Embeddings" by Meng Yuan, Lida Rashidi, and Justin Zobel. #InformationRetrieval, #EmbeddingInterpretability, #Explanability, #TopicModelling

https://doi.org/10.54195/irrj.23703

Our latest paper now accessible in preprint: how we used a #visualanalytics approach to dig deeper into the #microbiome of hairy root disease in tomato
doi.org/10.21203/rs.... #topologicaldataanalysis #TDA #topicmodelling #latentdirichletallocation

Is topic modelling obsolete? It wasn’t so long ago that topic modelling was all the rage, particularly in the digital humanities. Techniques like Latent Dirichlet Allocation (LDA), which can be used to unveil the hidden thematic ...

Is topic modelling obsolete in the age of large language models?

open.substack.com/pub/language...

#largelanguagemodels #topicmodelling #topicmodels #topicmodeling #naturallanguageprocessing #machinelearning #computationallinguistics #LLMs #digitalhumanities

Can ChatGPT interpret topic models? Large language models like ChatGPT give the impression of comprehension, offering (well, a lot of the time) fluent responses to even the most abstract prompts.

Can ChatGPT interpret topic models?

"To test that proposition, I presented ChatGPT with an existing set of topic models, previously published in Digital Scholarship in the Humanities."

open.substack.com/pub/jamescos...

#chatgpt #digitalhumanities #topicmodelling #nlp #naturallanguageprocessing

Climate Change Versus Economic Growth: Quantifying, Identifying and Comparing Articulations in News Media Using Dynamic Topic Modeling Climate change and economic growth are often portrayed as incompatible in both scientific literature and the media, yet they are treated as separate themes. This study analyses 24 years of Finnish ...

So the last article for my PhD is now out so I thought I’d oughta write a short thread about it here. Topics covered: #media #climatechange #economicgrowth #topicmodelling #NLP #articulationtheory and #Finland. The article’s open access and available here:
🔬
www.tandfonline.com/doi/full/10....

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Topic modelling of the wetland condition assessment literature reveals trends, key gaps, and opportunities for combining different assessment techniques Wetlands, crucial for global biodiversity and ecosystem services, face escalating degradation due to human activities. Despite the growing urgency to …

My talented postdoc just published her first paper since joining the team! #CDU #Topicmodelling #wetlandcondition @csiro.bsky.social
Check out the paper here:
www.sciencedirect.com/science/arti...

Romanistisch Forschende, die überlegen Methoden des #TopicModelling in ihrer Forschung anzuwenden, finden in diesem Tutorial der Initiative @ProgHist eine gute Einführung. Ins Spanische übertragen von @u_henny: «Introducción a Topic Modeling y #MALLET» https://t.co/5TU8vQ74wg

Now finally published online AND #OpenAccess @OUPAcademic @EU_REMINDER ! Find the short paper on a comparative #topicmodelling approach based on media data about the #EuropeanRefugeeMovement 2015-2016 here:
academic.oup.com/jrs/article/32/Special_I...

Pre-print of a short paper accepted in "Journal for Refugee Studies" by @hdnrch, @FabienneLind, @boomgaardenhg and me. Using #TopicModelling to measure media framing of the "European Refugee Crisis" in five European countries. 🇪🇺