Sciweavers

ACL
2015
9 years 11 months 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
9 years 11 months 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
83
Voted
ACL
2015
9 years 11 months 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
9 years 11 months 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
ACL
2015
9 years 11 months ago
Chinese Zero Pronoun Resolution: A Joint Unsupervised Discourse-Aware Model Rivaling State-of-the-Art Resolvers
We propose an unsupervised probabilistic model for zero pronoun resolution. To our knowledge, this is the first such model that (1) is trained on zero pronouns in an unsupervised ...
Chen Chen, Vincent Ng
ACL
2015
9 years 11 months ago
Learning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis
Cross-lingual sentiment analysis is a task of identifying sentiment polarities of texts in a low-resource language by using sentiment knowledge in a resource-abundant language. Wh...
Qiang Chen, Wenjie Li, Yu Lei, Xule Liu, Yanxiang ...
ACL
2015
9 years 11 months ago
Entity Retrieval via Entity Factoid Hierarchy
We propose that entity queries are generated via a two-step process: users first select entity facts that can distinguish target entities from the others; and then choose words t...
Chunliang Lu, Wai Lam, Yi Liao
ACL
2015
9 years 11 months ago
Non-projective Dependency-based Pre-Reordering with Recurrent Neural Network for Machine Translation
The quality of statistical machine translation performed with phrase based approaches can be increased by permuting the words in the source sentences in an order which resembles t...
Antonio Valerio Miceli Barone, Giuseppe Attardi
ACL
2015
9 years 11 months ago
KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer
We present KLcpos3 , a language similarity measure based on Kullback-Leibler divergence of coarse part-of-speech tag trigram distributions in tagged corpora. It has been designed ...
Rudolf Rosa, Zdenek Zabokrtský
ACL
2015
9 years 11 months ago
UNRAVEL - A Decipherment Toolkit
In this paper we present the UNRAVEL toolkit: It implements many of the recently published works on decipherment, including decipherment for deterministic ciphers like e.g. the ZO...
Malte Nuhn, Julian Schamper, Hermann Ney