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researcher

Shivakumar Vaithyanathan

3 papers hereh-index 3414k citations83 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.HC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20022024
most citedThumbs up? Sentiment Classification using Machine Learning Techniques

2.2k citations · 2.3k across the 3 of their papers we have counts for

collaborators

3 papers

cs.HC2024★ 1 cited

Evaluation and Continual Improvement for an Enterprise AI Assistant

Akash V. Maharaj, Kun Qian, Uttaran Bhattacharya +8

The development of conversational AI assistants is an iterative process with multiple components. As such, the evaluation and continual improvement of these assistants is a complex…

cs.LG2013★ 66 cited

Model-Based Hierarchical Clustering

Shivakumar Vaithyanathan, Byron E Dom

We present an approach to model-based hierarchical clustering by formulating an objective function based on a Bayesian analysis. This model organizes the data into a cluster hierar…

cs.CL2002★ 2.2k cited

Thumbs up? Sentiment Classification using Machine Learning Techniques

Bo Pang, Lillian Lee, Shivakumar Vaithyanathan

We consider the problem of classifying documents not by topic, but by overall sentiment, e.g., determining whether a review is positive or negative. Using movie reviews as data, we…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.