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ACL
2015
10 years 5 days ago
KeLP: a Kernel-based Learning Platform for Natural Language Processing
Kernel-based learning algorithms have been shown to achieve state-of-the-art results in many Natural Language Processing (NLP) tasks. We present KELP, a Java framework that suppor...
Simone Filice, Giuseppe Castellucci, Danilo Croce,...
ACL
2015
10 years 5 days ago
On the Importance of Ezafe Construction in Persian Parsing
Ezafe construction is an idiosyncratic phenomenon in the Persian language. It is a good indicator for phrase boundaries and dependency relations but mostly does not appear in the ...
Alireza Nourian, Mohammad Sadegh Rasooli, Mohsen I...
ACL
2015
10 years 5 days ago
Learning Hidden Markov Models with Distributed State Representations for Domain Adaptation
Recently, a variety of representation learning approaches have been developed in the literature to induce latent generalizable features across two domains. In this paper, we exten...
Min Xiao, Yuhong Guo
ACL
2015
10 years 5 days ago
IMI -- A Multilingual Semantic Annotation Environment
Semantic annotated parallel corpora, though rare, play an increasingly important role in natural language processing. These corpora provide valuable data for computational tasks l...
Francis Bond, Luís Morgado da Costa, Tuan A...
ACL
2015
10 years 5 days ago
End-to-end learning of semantic role labeling using recurrent neural networks
Semantic role labeling (SRL) is one of the basic natural language processing (NLP) problems. To this date, most of the successful SRL systems were built on top of some form of par...
Jie Zhou, Wei Xu