Ming Tan

Design and Implementation of Analytical Comparison System for Airborne Navigation Database

2024

Airborne navigation database is equipped with the distinctive characteristics of large quantity and of various types. The present article, concentrates on the problems that the traditional navigation database comparison method have that is high manpower …

LSTM-based Deep Learning Models for Non-factoid Answer Selection

2015 · arXiv (Cornell University)

In this paper, we apply a general deep learning (DL) framework for the answer selection task, which does not depend on manually defined features or linguistic tools. The basic framework is to build the embeddings …

Attentive Pooling Networks

2016 · arXiv (Cornell University)

In this work, we propose Attentive Pooling (AP), a two-way attention mechanism for discriminative model training. In the context of pair-wise ranking or classification with neural networks, AP enables the pooling layer to be aware …

Improved Representation Learning for Question Answer Matching

2016

Passage-level question answer matching is a challenging task since it requires effective representations that capture the complex semantic relations between questions and answers. In this work, we propose a series of deep learning models to …