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cs.AI2026
Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research Agents
Harshitha Kolukuluru, Reshma Ashok, Kirat Arora +7
Long-horizon research agents solve open-ended tasks through iterative retrieval, aggregation, and synthesis, but context grows rapidly while the marginal value of additional eviden…
cs.AI2023
Multi-Intent Detection in User Provided Annotations for Programming by Examples Systems
Nischal Ashok Kumar, Nitin Gupta, Shanmukha Guttula +1
In mapping enterprise applications, data mapping remains a fundamental part of integration development, but its time consuming. An increasing number of applications lack naming sta…