ACL
2015
9 years 11 months ago
2015
The development and proliferation of social media services has led to the emergence of new approaches for surveying the population and addressing social issues. One popular applic...
ACL
2015
9 years 11 months ago
2015
In this paper, we address semi-supervised sentiment learning via semi-stacking, which integrates two or more semi-supervised learning algorithms from an ensemble learning perspect...
ACL
2015
9 years 11 months ago
2015
In this paper, the answer selection problem in community question answering (CQA) is regarded as an answer sequence labeling task, and a novel approach is proposed based on the re...
ACL
2015
9 years 11 months ago
2015
A standard pipeline for statistical relational learning involves two steps: one first constructs the knowledge base (KB) from text, and then performs the learning and reasoning t...
ACL
2015
9 years 11 months ago
2015
Domain adaptation is an active field of research in statistical machine translation (SMT), but so far most work has ignored the distinction between the topic and genre of documen...
ACL
2015
9 years 11 months ago
2015
In this paper, we propose the new fixedsize ordinally-forgetting encoding (FOFE) method, which can almost uniquely encode any variable-length sequence of words into a fixed-size...
ACL
2015
9 years 11 months ago
2015
Non-linear models recently receive a lot of attention as people are starting to discover the power of statistical and embedding features. However, tree-based models are seldom stu...
ACL
2015
9 years 11 months ago
2015
Document enrichment focuses on retrieving relevant knowledge from external resources, which is essential because text is generally replete with gaps. Since conventional work prima...
ACL
2015
9 years 11 months ago
2015
This paper tackles the issue of the detection of user’s verbal expressions of likes and dislikes in a human-agent interaction. We present a system grounded on the theoretical fr...
ACL
2015
9 years 11 months ago
2015
This paper presents a generative model to event schema induction. Previous methods in the literature only use head words to represent entities. However, elements other than head w...