2 papers
cs.LG2026
Noise is Signal: Density-Based Outliers as Leading Indicators of Occupational Emergence in Labor Market Text
Shreyash Rawat
Standard NLP pipelines for occupational clustering discard the 10-15% of job postings that density-based methods assign to noise. We argue this is an error: in rapidly evolving dom…
cs.IR2024
Modified K-means with Cluster Assignment -- Application to COVID-19 Data
Shreyash Rawat, V. Vijayarajan, V. B. Surya Prasath
Text extraction is a highly subjective problem which depends on the dataset that one is working on and the kind of summarization details that needs to be extracted out. All the ste…