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ACL
2015
4 years 3 months ago
Trans-dimensional Random Fields for Language Modeling
Language modeling (LM) involves determining the joint probability of words in a sentence. The conditional approach is dominant, representing the joint probability in terms of cond...
Bin Wang, Zhijian Ou, Zhiqiang Tan
ACL
2015
4 years 3 months ago
Context-Dependent Translation Selection Using Convolutional Neural Network
We propose a novel method for translation selection in statistical machine translation, in which a convolutional neural network is employed to judge the similarity between a phras...
Baotian Hu, Zhaopeng Tu, Zhengdong Lu, Hang Li, Qi...
ACL
2015
4 years 3 months ago
A Web-based Collaborative Evaluation Tool for Automatically Learned Relation Extraction Patterns
Patterns extracted from dependency parses of sentences are a major source of knowledge for most state-of-the-art relation extraction systems, but can be of low quality in distantl...
Leonhard Hennig, Hong Li, Sebastian Krause, Feiyu ...
ACL
2015
4 years 3 months ago
A Methodology for Evaluating Timeline Generation Algorithms based on Deep Semantic Units
Timeline generation is a summarisation task which transforms a narrative, roughly chronological input text into a set of timestamped summary sentences, each expressing an atomic h...
Sandro Bauer, Simone Teufel
ACL
2015
4 years 3 months ago
Transferring Coreference Resolvers with Posterior Regularization
We propose a cross-lingual framework for learning coreference resolvers for resource-poor target languages, given a resolver in a source language. Our method uses word-aligned bit...
André F. T. Martins
ACL
2015
4 years 3 months ago
Measuring idiosyncratic interests in children with autism
A defining symptom of autism spectrum disorder (ASD) is the presence of restricted and repetitive activities and interests, which can surface in language as a perseverative focus...
Masoud Rouhizadeh, Emily Prud'hommeaux, Jan P. H. ...
ACL
2015
4 years 3 months ago
Multi-Pass Decoding With Complex Feature Guidance for Statistical Machine Translation
In Statistical Machine Translation, some complex features are still difficult to integrate during decoding and usually used through the reranking of the k-best hypotheses produce...
Benjamin Marie, Aurélien Max
ACL
2015
4 years 3 months ago
Question Answering over Freebase with Multi-Column Convolutional Neural Networks
Answering natural language questions over a knowledge base is an important and challenging task. Most of existing systems typically rely on hand-crafted features and rules to cond...
Li Dong, Furu Wei, Ming Zhou, Ke Xu
ACL
2015
4 years 3 months ago
A System Demonstration of a Framework for Computer Assisted Pronunciation Training
In this paper, we demonstrate a system implementation of a framework for computer assisted pronunciation training for second language learner (L2). This framework supports an iter...
Renlong Ai, Feiyu Xu
ACL
2015
4 years 3 months ago
Learning Relational Features with Backward Random Walks
The path ranking algorithm (PRA) has been recently proposed to address relational classification and retrieval tasks at large scale. We describe Cor-PRA, an enhanced system that ...
Ni Lao, Einat Minkov, William W. Cohen
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