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ACL
2015
8 years 7 months ago
Disease Event Detection based on Deep Modality Analysis
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...
Yoshiaki Kitagawa, Mamoru Komachi, Eiji Aramaki, N...
ACL
2015
8 years 7 months ago
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles
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...
Aliaksei Severyn, Massimo Nicosia, Gianni Barlacch...
ACL
2015
8 years 7 months 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
8 years 7 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
8 years 7 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
ACL
2015
8 years 7 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
8 years 7 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
8 years 7 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
8 years 7 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
8 years 7 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