104 citations · 231 across the 19 of their papers we have counts for
4 papers · 1 filter
Acquiring Common Sense Spatial Knowledge through Implicit Spatial Templates
Guillem Collell, Luc Van Gool, Marie-Francine Moens
Spatial understanding is a fundamental problem with wide-reaching real-world applications. The representation of spatial knowledge is often modeled with spatial templates, i.e., re…
Speech-Based Visual Question Answering
Ted Zhang, Dengxin Dai, Tinne Tuytelaars +2
This paper introduces speech-based visual question answering (VQA), the task of generating an answer given an image and a spoken question. Two methods are studied: an end-to-end, d…
Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments
Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens
Implicit semantic role labeling (iSRL) is the task of predicting the semantic roles of a predicate that do not appear as explicit arguments, but rather regard common sense knowledg…
Learning to Predict: A Fast Re-constructive Method to Generate Multimodal Embeddings
Guillem Collell, Teddy Zhang, Marie-Francine Moens
Integrating visual and linguistic information into a single multimodal representation is an unsolved problem with wide-reaching applications to both natural language processing and…