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.

169,291 papers · 148 categories

Trend · papers per month

count % of corpus

1 result for “TopicRNN”

TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependencycs.CL

TopicRNN integrates RNNs and latent topics for better semantic dependency capture.

problem Capturing long-range semantic dependencies in sequential data.

method End-to-end learned RNN with latent topics.

result TopicRNN outperforms existing contextual RNN baselines in word prediction and sentiment analysis.

TopicRNN Recurrent Neural Network Semantic Dependency Long-Range Dependencies Sentiment Analysis

2016-11-05abs ↗pdf ↗