HLT 2015

Effective Use of Word Order for Text Categorization with Convolutional Neural Networks

HLT 2015 tensorflow/models

Convolutional neural network (CNN) is a neural network that can make use of the internal structure of data such as the 2D structure of image data.


Retrofitting Word Vectors to Semantic Lexicons

HLT 2015 mfaruqui/retrofitting

Vector space word representations are learned from distributional information of words in large corpora.

Toward Abstractive Summarization Using Semantic Representations

HLT 2015 summarization/semantic_summ

We present a novel abstractive summarization framework that draws on the recent development of a treebank for the Abstract Meaning Representation (AMR).