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    ACL
    2015
    22views Computational Linguistics» more  ACL 2015»
    Multi-level Translation Quality Prediction with QuEst++
    8 years 6 months ago
    Multi-level Translation Quality Prediction with QuEst++
    Download  www.aclweb.org
    This paper presents QUEST++ , an open source tool for quality estimation which can predict quality for texts at word, sentence and document level. It also provides pipelined proce...
    Lucia Specia, Gustavo Paetzold, Carolina Scarton
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Inducing Word and Part-of-Speech with Pitman-Yor Hidden Semi-Markov Models
    8 years 6 months ago
    Inducing Word and Part-of-Speech with Pitman-Yor Hidden Semi-Markov Models
    Download  aclweb.org
    We propose a nonparametric Bayesian model for joint unsupervised word segmentation and part-of-speech tagging from raw strings. Extending a previous model for word segmentation, o...
    Kei Uchiumi, Hiroshi Tsukahara, Daichi Mochihashi
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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Sentiment-Aspect Extraction based on Restricted Boltzmann Machines
    8 years 6 months ago
    Sentiment-Aspect Extraction based on Restricted Boltzmann Machines
    Download  iiis.tsinghua.edu.cn
    Aspect extraction and sentiment analysis of reviews are both important tasks in opinion mining. We propose a novel sentiment and aspect extraction model based on Restricted Boltzm...
    Linlin Wang, Kang Liu, Zhu Cao, Jun Zhao 0001, Ger...
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    ACL
    2015
    22views Computational Linguistics» more  ACL 2015»
    MT Quality Estimation for Computer-assisted Translation: Does it Really Help?
    8 years 6 months ago
    MT Quality Estimation for Computer-assisted Translation: Does it Really Help?
    Download  aclweb.org
    The usefulness of translation quality estimation (QE) to increase productivity in a computer-assisted translation (CAT) framework is a widely held assumption (Specia, 2011; Huang ...
    Marco Turchi, Matteo Negri, Marcello Federico
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    CCG Supertagging with a Recurrent Neural Network
    8 years 6 months ago
    CCG Supertagging with a Recurrent Neural Network
    Download  www.cl.cam.ac.uk
    Recent work on supertagging using a feedforward neural network achieved significant improvements for CCG supertagging and parsing (Lewis and Steedman, 2014). However, their archi...
    Wenduan Xu, Michael Auli, Stephen Clark
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    ACL
    2015
    28views Computational Linguistics» more  ACL 2015»
    Learning to Mine Query Subtopics from Query Log
    8 years 6 months ago
    Learning to Mine Query Subtopics from Query Log
    Download  aclweb.org
    Many queries in web search are ambiguous or multifaceted. Identifying the major senses or facets of queries is very important for web search. In this paper, we represent the major...
    Zhenzhong Zhang, Le Sun, Xianpei Han
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    ACL
    2015
    33views Computational Linguistics» more  ACL 2015»
    Implicit Role Linking on Chinese Discourse: Exploiting Explicit Roles and Frame-to-Frame Relations
    8 years 6 months ago
    Implicit Role Linking on Chinese Discourse: Exploiting Explicit Roles and Frame-to-Frame Relations
    Download  aclweb.org
    There is a growing interest in researching null instantiations, which are those implicit semantic arguments. Many of these implicit arguments can be linked to referents in context...
    Ru Li, Juan Wu, Zhiqiang Wang, Qinghua Chai
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    ACL
    2015
    30views Computational Linguistics» more  ACL 2015»
    A Data-Driven, Factorization Parser for CCG Dependency Structures
    8 years 6 months ago
    A Data-Driven, Factorization Parser for CCG Dependency Structures
    Download  www.aclweb.org
    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
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    ACL
    2015
    22views Computational Linguistics» more  ACL 2015»
    Adding Semantics to Data-Driven Paraphrasing
    8 years 6 months ago
    Adding Semantics to Data-Driven Paraphrasing
    Download  aclweb.org
    Ellie Pavlick, Johan Bos, Malvina Nissim, Charley ...
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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Event Detection and Domain Adaptation with Convolutional Neural Networks
    8 years 6 months ago
    Event Detection and Domain Adaptation with Convolutional Neural Networks
    Download  www.aclweb.org
    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
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