SynFlow: A Multidimensional Diachronic Semantic Analysis Toolkit

arXiv:2608.19472 · cs.CL · Submitted 2026-08-19 · Read on arXiv

cs.CL

Submitted: 2026-08-19

Updated: 2026-08-29

Code: https://github.com/phantatbach/SynFlow

Terminology

• Clustering — 7× in this paper · explained in 2 episodes
• Benchmark — 5× in this paper · explained in 2 episodes
• Embeddings — 4× in this paper · explained in 2 episodes
• Trace — 3× in this paper · explained in 2 episodes
• Word Sketch Difference — 2× in this paper
• Adam — 1× in this paper · explained in 2 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• Jensen–Shannon Divergence (JSD) — 1× in this paper · explained in 2 episodes
• Pairwise Comparisons — 1× in this paper · explained in 2 episodes
• Pragmatics — 1× in this paper · explained in 2 episodes
• Vector Representations — 1× in this paper · explained in 2 episodes

Sources

• Efficient Estimation of Word Representations in Vector Space
• Computational modeling of semantic change

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