We consider the problem of classifying documents not by topic, but by overall sentiment, eg,
determining whether a review is positive or negative. Using movie reviews as data, we find …

An important part of our information-gathering behavior has always been to find out what
other people think. With the growing availability and popularity of opinion-rich resources such …

The rapid development of modern industry and excessive consumption of petroleum‐based
polymers have triggered a double crisis presenting a shortage of nonrenewable resources …

Sentiment analysis seeks to identify the viewpoint(s) underlying a text span; an example
application is classifying a movie review as "thumbs up" or "thumbs down". To determine this …

We address the rating-inference problem, wherein rather than simply decide whether a
review is "thumbs up" or "thumbs down", as in previous sentiment analysis work, one must …

In medicine, nanotechnology has sparked a rapidly growing interest as it promises to solve
a number of issues associated with conventional therapeutic agents, including their poor …

Gold is a precious metal with a characteristic bright and beautiful hue known as the golden
yellow color.(1) As of 2012, a total of 174,100 tons of Au has been mined in human history, …

Program synthesis strives to generate a computer program as a solution to a given problem
specification, expressed with input-output examples or natural language descriptions. The …

We investigate whether one can determine from the transcripts of US Congressional floor
debates whether the speeches represent support of or opposition to proposed legislation. To …

Multi-object tracking is a fundamental vision problem that has been studied for a long time.
As deep learning brings excellent performances to object detection algorithms, Tracking by …