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.

SENTIMENT ANALYSIS

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).

ABSTRACTIVE TEXT SUMMARIZATION