conftrace_

cost-quality trade-off

5 papers

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Co-occurring keywords · papers mentioning both

model cascading (1) language program (1) program architecture (1) annotation cost reduction (1) truth discovery (1) token-level uncertainty (1) modular prompt (1) annotation aggregation (1) pareto front approximation (1) annotation quality (1)

Papers

Faster Cascades via Speculative Decoding ICLR 2025 LangProBe: a Language Program Benchmark EMNLP 2025 Efficient Online Crowdsourcing with Complex Annotations AAAI 2024 Language Model Cascades: Token-Level Uncertainty And Beyond ICLR 2024 How to Save your Annotation Cost for Panoptic Segmentation? AAAI 2021