984 citations · 2.1k across the 55 of their papers we have counts for
4 papers · 1 filter
Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task
Nan Ding, Sebastian Goodman, Fei Sha +1
We introduce a new multi-modal task for computer systems, posed as a combined vision-language comprehension challenge: identifying the most suitable text describing a scene, given…
Multilingual Word Embeddings using Multigraphs
Radu Soricut, Nan Ding
We present a family of neural-network--inspired models for computing continuous word representations, specifically designed to exploit both monolingual and multilingual text. This…
Building Large Machine Reading-Comprehension Datasets using Paragraph Vectors
Radu Soricut, Nan Ding
We present a dual contribution to the task of machine reading-comprehension: a technique for creating large-sized machine-comprehension (MC) datasets using paragraph-vector models;…
Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning
Manaal Faruqui, Ryan McDonald, Radu Soricut
Morpho-syntactic lexicons provide information about the morphological and syntactic roles of words in a language. Such lexicons are not available for all languages and even when av…