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Data Quality Dashboard

Completeness, coverage, and enrichment metrics across 100 papers

100
Total Papers
81%
Avg Completeness
0.85
Avg LH Score
0.83
Avg Enterprise Score
FIELD COVERAGE
High Quality (≥88)14 (14%)
Medium Quality (75–87)69 (69%)
Needs Enrichment (<75)17 (17%)
Has Eigenvector Commentary48 (48%)
Has Framework Mappings100 (100%)
Has Full Abstract100 (100%)
PAPERS PER CHAPTER
Chapter 122 papers · 82% avg
Chapter 220 papers · 80% avg
Chapter 316 papers · 79% avg
Chapter 413 papers · 80% avg
Chapter 514 papers · 77% avg
Chapter 612 papers · 86% avg
Chapter 73 papers · 79% avg
PAPERS NEEDING ENRICHMENT (completeness < 75) — 17 papers
AutoGPT: An Autonomous GPT-4 Experiment
Toran Bruce Richards · Ch.1
72%
Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via…
Xizhou Zhu · Ch.2
74%
Knowledge Graph Completion with Pretrained Multimodal Transformer for Downstream…
Yao Chen · Ch.3
74%
Mixtral of Experts
Albert Q. Jiang · Ch.5
74%
Efficient Tool Use with Chain-of-Abstraction Reasoning
Silin Gao · Ch.5
74%
Large Language Model Guided Tree-of-Thought
Jieyi Long · Ch.1
68%
Describe, Explain, Plan and Select: Interactive Planning with Large Language Mod…
Zhengyao Jiang · Ch.2
74%
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimisati…
Weiran Yao · Ch.5
74%
Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
Chrisantha Fernando · Ch.5
70%
Automatic Prompt Optimization with "Gradient Descent" and Beam Search
Reid Pryzant · Ch.5
70%
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning
Beichen Zhang · Ch.5
72%
Adaptive Retrieval-Augmented Generation for Conversational Systems
Weizhi Wang · Ch.2
74%
Society of Mind: A Framework for Collaborative AI Agents
Marvin Minsky · Ch.4
65%
Faithful Reasoning Using Large Language Models
Antonia Creswell · Ch.3
74%
Interpretable Machine Learning: A Guide for Making Black Box Models Explainable
Christoph Molnar · Ch.3
74%