Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,341 papers · 148 categories

Trend · papers per month

count% of corpus
0.3%0.5%0.8%0.4% · Sep 201619922001200920182026
2 results for “CiteSeerX”
Bibliographic Analysis with the Citation Network Topic Modelcs.DL

Paper combines citation network and author-topic models for bibliographic analysis.

problem Improving bibliographic analysis of author's research areas and paper content.
method Non-parametric extension of Poisson mixed-topic link model and author-topic model with efficient inference algorithm.
result Improved performance in model fitting and clustering compared to baselines.
bibliographic analysiscitation networktopic modelingauthor-topic modelCiteSeerX
2016-09-22abs ↗pdf ↗
Bibliographic Analysis on Research Publications using Authors, Categorical Labels and the Citation Networkcs.DL

Improved bibliographic model for author, topic, and document clustering.

problem Modeling research publications using authors, categorical labels, and citation networks.
method Citation Network Topic Model (CNTM) combining Poisson mixed-topic and author-topic models with a novel inference algorithm.
result Improved performance in model fitting and document clustering compared to baselines.
bibliographic analysistopic modelingcitation networkauthor-topic modelnonparametric model
2016-09-21abs ↗pdf ↗