Sciweavers

ACL
2015
10 years 6 days ago
Language to Code: Learning Semantic Parsers for If-This-Then-That Recipes
Using natural language to write programs is a touchstone problem for computational linguistics. We present an approach that learns to map natural-language descriptions of simple â...
Chris Quirk, Raymond J. Mooney, Michel Galley
ACL
2015
10 years 6 days ago
Grounding Semantics in Olfactory Perception
Multi-modal semantics has relied on feature norms or raw image data for perceptual input. In this paper we examine grounding semantic representations in olfactory (smell) data, th...
Douwe Kiela, Luana Bulat, Stephen Clark
ACL
2015
10 years 6 days ago
The NL2KR Platform for building Natural Language Translation Systems
This paper presents the NL2KR platform to build systems that can translate text to different formal languages. It is freelyavailable1, customizable, and comes with an Interactive ...
Nguyen Ha Vo, Arindam Mitra, Chitta Baral
ACL
2015
10 years 6 days ago
In-tool Learning for Selective Manual Annotation in Large Corpora
We present a novel approach to the selective annotation of large corpora through the use of machine learning. Linguistic search engines used to locate potential instances of an in...
Erik-Lân Do Dinh, Richard Eckart de Castilho...
ACL
2015
10 years 6 days ago
Constrained Semantic Forests for Improved Discriminative Semantic Parsing
In this paper, we present a model for improved discriminative semantic parsing. The model addresses an important limitation associated with our previous stateof-the-art discrimina...
Wei Lu