Sociology
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Benchmarks
BIG-bench
Most implemented
A Simple Algorithm for Scalable Monte Carlo Inference
Scaling Language Models: Methods, Analysis & Insights from Training Gopher
A Spectral Framework for Tracking Communities in Evolving Networks
Practical and scalable simulations of non-Markovian stochastic processes and temporal networks with individual node properties
Papers
AI-Reporter: A Path to a New Genre of Scientific Communication
The AI-Reporter represents a paradigmatic shift in scientific publication practice. This document demonstrates through a concrete case study how our system transforms academic presentations into publication-ready chapter…
PhilosophySociologyWisdom of Crowds Through Myopic Self-Confidence Adaptation
The wisdom of crowds is an umbrella term for phenomena suggesting that the collective judgment or decision of a large group can be more accurate than the individual judgments or decisions of the group members. A well-kno…
SociologyUnderstanding the Effect of Knowledge Graph Extraction Error on Downstream Graph Analyses: A Case Study on Affiliation Graphs
Knowledge graphs (KGs) are useful for analyzing social structures, community dynamics, institutional memberships, and other complex relationships across domains from sociology to public health. While recent advances in l…
Community DetectionKnowledge GraphsSociologyLarge Language Models for History, Philosophy, and Sociology of Science: Interpretive Uses, Methodological Challenges, and Critical Perspectives
This paper explores the use of large language models (LLMs) as research tools in the history, philosophy, and sociology of science (HPSS). LLMs are remarkably effective at processing unstructured text and inferring meani…
Model SelectionPhilosophyRetrieval-augmented GenerationSociologyTestAgent: An Adaptive and Intelligent Expert for Human Assessment
Accurately assessing internal human states is key to understanding preferences, offering personalized services, and identifying challenges in real-world applications. Originating from psychometrics, adaptive testing has …
Large Language ModelQuestion SelectionSociologyStereotype Detection in Natural Language Processing
Stereotypes influence social perceptions and can escalate into discrimination and violence. While NLP research has extensively addressed gender bias and hate speech, stereotype detection remains an emerging field with si…
PhilosophySociology