172 citations · 646 across the 82 of their papers we have counts for
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cs.AI2025
Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition
Danielle Cohen, Yoni Halpern, Noam Kahlon +5
Understanding user intents from UI interaction trajectories remains a challenging, yet crucial, frontier in intelligent agent development. While massive, datacenter-based, multi-mo…
cs.AI2018★ 7 cited
Term Set Expansion based on Multi-Context Term Embeddings: an End-to-end Workflow
Jonathan Mamou, Oren Pereg, Moshe Wasserblat +7
We present SetExpander, a corpus-based system for expanding a seed set of terms into a more complete set of terms that belong to the same semantic class. SetExpander implements an…
cs.AI2011★ 151 cited
Committee-Based Sample Selection for Probabilistic Classifiers
S. Argamon-Engelson, I. Dagan
In many real-world learning tasks, it is expensive to acquire a sufficient number of labeled examples for training. This paper investigates methods for reducing annotation cost by…