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Improving Deep Learning of Alpha Term Structures from the Order Book

https://doi.org/10.2139/ssrn.4770476
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17/17 checkable references clean · checked 2026-08-03

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

38 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 17 checked references that resolve
resolves10.1017/CBO9781316683040
Limit Order Books
resolves10.1017/9781316659335
Trades, Quotes and Prices
resolves10.1093/jjfinec/nbt003
The Price Impact of Order Book Events
resolves10.1162/089976600300015015
Learning to Forget: Continual Prediction with LSTM
resolves10.1080/14697688.2013.803148
Limit order books
resolves10.1016/j.finmar.2013.05.003
Low-latency trading
resolves10.1162/neco.1997.9.8.1735
Long Short-Term Memory
resolves10.1111/mafi.12413
Deep order flow imbalance: Extracting alpha at multiple horizons from the limit order book
resolves10.1109/5.726791
Gradient-based learning applied to document recognition
resolves10.1109/ACCESS.2019.2959655
Recurrent Highway Networks With Grouped Auxiliary Memory
resolves10.1080/14697688.2019.1634277
Forecasting jump arrivals in stock prices: new attention-based network architecture using limit order book data
resolves10.18653/v1/D15-1044
A Neural Attention Model for Abstractive Sentence Summarization
resolves10.1080/14697688.2018.1546053
Deep learning for limit order books
resolves10.1080/14697688.2019.1622295
Universal features of price formation in financial markets: perspectives from deep learning
resolves10.1109/TNNLS.2018.2869225
Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis
resolves10.1109/CBI.2017.23
Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks
resolves10.1109/TSP.2019.2907260
DeepLOB: Deep Convolutional Neural Networks for Limit Order Books
The 38 references without a DOI — listed, not checked
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no DOI — not checkedAutoregressive Convolutional Neural Networks for Asynchronous Time Series
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no DOI — not checkedLanguage Models Are Few-Shot Learners
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no DOI — not checkedAttention-Based Models for Speech Recognition
no DOI — not checkedCross-Impact of Order Flow Imbalance in Equity Markets
no DOI — not checkedref17
no DOI — not checkedMulti-Horizon Time Series Forecasting with Temporal Attention Learning
no DOI — not checkedref20
no DOI — not checkedDeep Residual Learning for Image Recognition
no DOI — not checkedref25
no DOI — not checkedRough Fractional Diffusions As Scaling Limits Of Nearly Unstable Heavy Tailed Hawkes Processes
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no DOI — not checkedGeorge van den Driessche, Thore Graepel, and Demis Hassabis
no DOI — not checkedSequence to Sequence Learning with Neural Networks
no DOI — not checkedUsing Deep Learning For Price Prediction By Exploiting Stationary Limit Order Book Features
no DOI — not checkedref50
no DOI — not checkedref51
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no DOI — not checkedref55
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