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97
Voted
ACL
2015
10 years 5 days ago
A Data-Driven, Factorization Parser for CCG Dependency Structures
This paper is concerned with building CCG-grounded, semantics-oriented deep dependency structures with a data-driven, factorization model. Three types of factorization together wi...
Yantao Du, Weiwei Sun, Xiaojun Wan
101
Voted
ACL
2015
10 years 5 days ago
Adding Semantics to Data-Driven Paraphrasing
Ellie Pavlick, Johan Bos, Malvina Nissim, Charley ...
ACL
2015
10 years 5 days ago
Event Detection and Domain Adaptation with Convolutional Neural Networks
We study the event detection problem using convolutional neural networks (CNNs) that overcome the two fundamental limitations of the traditional feature-based approaches to this t...
Thien Huu Nguyen, Ralph Grishman
ACL
2015
10 years 5 days ago
Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding
Spoken dialogue systems (SDS) typically require a predefined semantic ontology to train a spoken language understanding (SLU) module. In addition to the annotation cost, a key ch...
Yun-Nung Chen, William Yang Wang, Anatole Gershman...
ACL
2015
10 years 5 days ago
SACRY: Syntax-based Automatic Crossword puzzle Resolution sYstem
In this paper, we present our Crossword Puzzle Resolution System (SACRY), which exploits syntactic structures for clue reranking and answer extraction. SACRY uses a database (DB) ...
Alessandro Moschitti, Massimo Nicosia, Gianni Barl...