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.

168,742 papers · 148 categories

Trend · papers per month

count% of corpus
0.3%0.5%0.8%0.1% · May 202119922001200920172026
3 results for “style-consistency”
Learning Calibratable Policies using Programmatic Style-Consistencycs.LG

The paper tackles calibrating long-term behaviors with multiple styles using programmatic style-consistency.

problem Generating long-term sequential behaviors with multiple styles simultaneously.
method Leverage programmatic labeling functions to specify controllable styles and derive style-consistency as a learning objective.
result Learned policies can be calibrated for up to 1024 distinct style combinations.
long-term behaviorsstyle-consistencycontrollable generationpolicy learningprofessional basketball
2019-10-02abs ↗pdf ↗
An Empirical study on Mutual fund factor-risk-shifting and its intensity on Indian Equity Mutual fundsq-fin.GN

Study examines Indian equity mutual funds' investment style and risk-shifting.

problem Understanding how Indian equity mutual funds' investment styles affect their returns.
method Estimating size and style beta coefficients, identifying breakpoints, analyzing investment styles, and assessing risk-shifting intensity.
result Funds can enhance returns by shifting to high-return styles like Small Value and Small Blend.
Indian equity mutual fundsinvestment stylerisk-shiftingmutual fund evaluationalpha
2025-10-22abs ↗pdf ↗
Benchmarking down-scaled (not so large) pre-trained language modelscs.CL

Downscaled models outperform larger ones on GLUE tasks.

problem Difficulty in attributing performance changes to specific factors in large language models.
method Pre-trained down-scaled versions of Transformer-based architectures on a common corpus, benchmarked on GLUE tasks.
result MLM + NSP (BERT-style) consistently outperforms other objectives.
down-scaled modelsTransformer-based architecturesGLUE taskslanguage modelspre-training objectives
2021-05-11abs ↗pdf ↗