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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.

169,051 papers · 148 categories

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0111 · Jul 201819922001200920182026
1 result for “Noun-Tagging”
Improving on Q & A Recurrent Neural Networks Using Noun-Taggingcs.LG

Improved QA-RNN model with noun-tagging for better accuracy.

problem Improving accuracy of QA-RNN model for entity detection and relation prediction.
method Fine-tuned a 2-layer LSTM and GRU RNN models, removed non-noun words, and used 1-layer LSTM for entity detection.
result Achieved 0.984 accuracy on entity detection and 0.80 accuracy on relation prediction.
QA-RNNRecurrent Neural NetworksNoun-TaggingHyper-parameter TuningEntity Detection
2018-07-12abs ↗pdf ↗