An inherent limitation of word representations is their indifference to word order and their inability to represent idiomatic phrases. Article presents a simple method for finding phrases in text, and show that learning good vector representations for millions of phrases is possible.
Continue ReadingTuring’s Cathedral
On how the digital universe exploded in the aftermath of the WWII, the nature of digital computers, an how code took over the world by storm.
Continue ReadingMultimodal Deep Learning
Demonstration of cross modality feature learning, where better features for one modality (e.g., video) can be learned if multiple modalities (e.g., audio and video) are present at feature learning time.
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