ACL
2015
2015
Unsupervised extractive summarization via coverage maximization with syntactic and semantic concepts
10 years 5 days ago
Coverage maximization with bigram concepts is a state-of-the-art approach to unsupervised extractive summarization. It has been argued that such concepts are adequate and, in cont...
88
Voted
ACL
2015
10 years 5 days ago
2015
This paper considers the problem of embedding Knowledge Graphs (KGs) consisting of entities and relations into lowdimensional vector spaces. Most of the existing methods perform t...
ACL
2015
10 years 5 days ago
2015
In this paper, we apply the concept of pretraining to hidden-unit conditional random fields (HUCRFs) to enable learning on unlabeled data. We present a simple yet effective pre-t...
98
Voted
ACL
2015
10 years 5 days ago
2015
Social media has attracted attention because of its potential for extraction of information of various types. For example, information collected from Twitter enables us to build u...
ACL
2015
10 years 5 days ago
2015
Automatic resolution of Crossword Puzzles (CPs) heavily depends on the quality of the answer candidate lists produced by a retrieval system for each clue of the puzzle grid. Previ...