Research Design Tracking and Assessment for the Social Sciences

arXiv:2608.27049 · cs.CL, cs.CY · Submitted 2026-08-27 · Read on arXiv

cs.CL, cs.CY

Submitted: 2026-08-27

Updated: 2026-08-27

Terminology

• Clustering — 71× in this paper · explained in 2 episodes
• Robustness — 23× in this paper · explained in 5 episodes
• Instrumental Variables — 11× in this paper
• RAG — 11× in this paper · explained in 3 episodes
• Causal Inference — 10× in this paper · explained in 4 episodes
• Embeddings — 10× in this paper · explained in 2 episodes
• F1 Score — 9× in this paper · explained in 3 episodes
• Experimental Designs — 6× in this paper
• Long Context — 6× in this paper
• Synthetic Control Methods — 5× in this paper
• Threshold-based Designs — 5× in this paper
• Difference in Differences — 4× in this paper
• Adaptive Strategy — 2× in this paper · explained in 1 episode
• Benchmark — 2× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Aggregation — 1× in this paper · explained in 1 episode
• Alignment — 1× in this paper · explained in 1 episode
• Annotator Agreement — 1× in this paper · explained in 1 episode
• Commentary — 1× in this paper · explained in 2 episodes
• Core — 1× in this paper · explained in 2 episodes
• Cosine Similarity — 1× in this paper · explained in 3 episodes
• Distillation — 1× in this paper · explained in 2 episodes
• Explainability — 1× in this paper · explained in 3 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Generalizability — 1× in this paper · explained in 6 episodes
• Homogeneity — 1× in this paper · explained in 2 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• Matrix Completion — 1× in this paper · explained in 4 episodes
• Selection Bias — 1× in this paper · explained in 4 episodes
• Transfer Learning — 1× in this paper · explained in 10 episodes
• alpha — 1× in this paper · explained in 1 episode

Sources

• Causal Claims in Economics
• Tracking the Credibility Revolution across Fields
• Text Embeddings by Weakly-Supervised Contrastive Pre-training
• Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Related papers

• Exploring Solution Divergence and Its Effect on Large Language Model Problem Solving
• Ishigaki-IDS-Bench: A Benchmark for Generating Information Delivery Specification from BIM Information Requirements
• Subliminal Steering: Stronger Encoding of Hidden Signals
• MedStruct-S: A Benchmark for Key Discovery, Key-Conditioned QA and Semi-Structured Extraction from OCR Clinical Reports
• The End of Transformers? On Challenging Attention and the Rise of Sub-Quadratic Architectures
• Untangling the Mechanisms of Misleading Context in Medical Question Answering