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Paper

When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making

by Independent / Community 0000f2eb98405f7d4044761c1707a199ac6189bc

Free2AITools Nexus Index

65.1

S: Semantic 50

Query-time baseline · scored live at search

A: Authority 75

P: Popularity 50

R: Recency 100

Q: Quality 65

Tech Context

Vital Performance —

Historically, much of machine learning research has focused on the performance of the algorithm alone, but recently more attention has been focused on optimizing joint human-algorithm performance. Here, we analyze a specific type of human-algorithm collaboration where the algorithm has access to a set of n items, and presents a subset of size k to the human, who selects a final item from among those k. This scenario could model content recommendation, route planning, or any type of labeling t...

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Semantic Scholar 9 Citations

Paper Information Summary
Entity Passport
Registry ID	0000f2eb98405f7d4044761c1707a199ac6189bc
License	ArXiv
Provider	semantic_scholar

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Cite this paper

Academic & Research Attribution

BibTeX

@misc{0000f2eb98405f7d4044761c1707a199ac6189bc,
  author = {Unknown},
  title = {When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making Paper},
  year = {2026},
  howpublished = {\url{https://api.semanticscholar.org/0000f2eb98405f7d4044761c1707a199ac6189bc}},
  note = {Accessed via Free2AITools.}
}

APA Style

Unknown. (2026). When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making [Paper]. Free2AITools. https://api.semanticscholar.org/0000f2eb98405f7d4044761c1707a199ac6189bc

🔬Technical Deep Dive

Full Specifications [+]

⚖️ Free2AITools Nexus Index V2.0

Methodology How FNI works

Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 75

Popularity (P) 50

Recency (R) 100

Quality (Q) 65

💬 Index Insight

FNI V2.0 for When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making: Authority (A:75), Popularity (P:50), Recency (R:100), Quality (Q:65). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology

Open data Updated: Live data

📝 Executive Summary

"Historically, much of machine learning research has focused on the performance of the algorithm alone, but recently more attention has been focused on optimizing joint human-algorithm performance. Here, we analyze a specific type of human-algorithm collaboration where the algorithm has access to a set of n items, and presents a subset of size k to the human, who selects a final item from among those k. This scenario could model content recommendation, route planning, or any type of labeling t..."

❝ Cite Node

@article{Unknown2026When,
  title={When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making},
  author={},
  note={Indexed by Free2AITools},
  year={2026}
}

🔗 Full Paper

Free2AITools indexes the abstract and factual metadata for this paper. Read the complete, authoritative paper on the official source.

Read the full paper on arXiv

📊 Research Signals

📈9CitationsSemantic Scholar

🏛️75AuthorityFNI pillar

⏱️100RecencyFNI pillar

✅65QualityFNI pillar

🗂️automation workflowField

🏷️ Research Topics

attention mechanism

📦Data Source: semantic_scholar

🔄 Updated daily

Source summary: Based on semantic_scholar metadata. Not a recommendation.

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🛡️ Paper Transparency Report

Technical metadata sourced from upstream repositories.

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🆔 Identity & Source

source: semantic_scholar
author: Unknown
license: ArXiv
tags: paper, research, academic

⚙️ Technical Specs

architecture: null
params billions: null
context length: null
pipeline tag

📊 Engagement & Metrics

downloads: 0
stars: null
forks: null
citations: 9

Data indexed from public sources. Updated daily.