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

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4 results for “CQA”

DiffQue: Estimating Relative Difficulty of Questions in Community Question Answering Servicescs.LG

DiffQue estimates relative difficulty of questions in CQA services.

problem Estimating relative difficulty of questions in community Q&A services.

method Network-aided edge directionality prediction.

result DiffQue outperforms state-of-the-art methods by significant margins.

question difficulty community Q&A network prediction metadata cold start problem

2019-06-01abs ↗pdf ↗

A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholismstat.ML

Study develops semi-supervised learning for answering health questions.

problem Low accuracy in automatically answering health-related questions.

method Semi-supervised learning algorithm using past QA pairs.

result 86.2% accuracy on health-related questions.

semi-supervised learning health care CQA automated QA alcoholism

2016-07-04abs ↗pdf ↗

Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätzequant-ph

Develops quantum circuits for faster learning with symmetry considerations.

problem Speeding up learning quantum states with symmetry considerations.

method Utilizes Okounkov-Vershik approach and Young-Jucys-Murphy elements to develop

S_n

-equivariant convolutional quantum circuits.

result Proves

S_n

-CQA generates any unitary in any given

S_n

irrep sector, universal for SU(

d

) symmetry.

quantum circuits equivariant convolution SU(d) symmetry quantum learning Heisenberg model

2021-12-14abs ↗pdf ↗

Interpretable Biomanufacturing Process Risk and Sensitivity Analyses for Quality-by-Design and Stability Controlstat.ML

Bioprocess risk and sensitivity analysis for personalized biotherapeutics.

problem Complexity, variability, and limited data in biomanufacturing.

method Bayesian network, Shapley value sensitivity analysis, game theory.

result Identifies bottlenecks and guides data collection for improved production stability.

biomanufacturing quality-by-design stability control Bayesian network Shapley value

2019-09-10abs ↗pdf ↗