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    ACL
    2015
    22views Computational Linguistics» more  ACL 2015»
    Generative Incremental Dependency Parsing with Neural Networks
    10 years 12 days ago
    Generative Incremental Dependency Parsing with Neural Networks
    Download  www.cs.ox.ac.uk
    We propose a neural network model for scalable generative transition-based dependency parsing. A probability distribution over both sentences and transition sequences is parameter...
    Jan Buys, Phil Blunsom
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model
    10 years 12 days ago
    Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model
    Download  aclweb.org
    This paper proposes a new unsupervised method for decomposing a multi-author document into authorial components. We assume that we do not know anything about the document and the ...
    Khaled Aldebei, Xiangjian He, Jie Yang 0002
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    Scalable Semantic Parsing with Partial Ontologies
    10 years 12 days ago
    Scalable Semantic Parsing with Partial Ontologies
    Download  homes.cs.washington.edu
    We consider the problem of building scalable semantic parsers for Freebase, and present a new approach for learning to do partial analyses that ground as much of the input text as...
    Eunsol Choi, Tom Kwiatkowski, Luke Zettlemoyer
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    A Domain-independent Rule-based Framework for Event Extraction
    10 years 12 days ago
    A Domain-independent Rule-based Framework for Event Extraction
    Download  aclweb.org
    We describe the design, development, and API of ODIN (Open Domain INformer), a domainindependent, rule-based event extraction (EE) framework. The proposed EE approach is: simple (...
    Marco Antonio Valenzuela-Escarcega, Gustave Hahn-P...
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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    Entity Hierarchy Embedding
    10 years 12 days ago
    Entity Hierarchy Embedding
    Download  www.cs.cmu.edu
    Existing distributed representations are limited in utilizing structured knowledge to improve semantic relatedness modeling. We propose a principled framework of embedding entitie...
    Zhiting Hu, Poyao Huang, Yuntian Deng, Yingkai Gao...
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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    Model Adaptation for Personalized Opinion Analysis
    10 years 12 days ago
    Model Adaptation for Personalized Opinion Analysis
    Download  www.cs.virginia.edu
    Humans are idiosyncratic and variable: towards the same topic, they might hold different opinions or express the same opinion in various ways. It is hence important to model opini...
    Mohammad Al Boni, Keira Zhou, Hongning Wang, Matth...
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    One Tense per Scene: Predicting Tense in Chinese Conversations
    10 years 12 days ago
    One Tense per Scene: Predicting Tense in Chinese Conversations
    Download  nlp.cs.rpi.edu
    We study the problem of predicting tense in Chinese conversations. The unique challenges include: (1) Chinese verbs do not have explicit lexical or grammatical forms to indicate t...
    Tao Ge, Heng Ji, Baobao Chang, Zhifang Sui
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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network
    10 years 12 days ago
    A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network
    Download  www.aclweb.org
    In this work, we address the problem to model all the nodes (words or phrases) in a dependency tree with the dense representations. We propose a recursive convolutional neural net...
    Chenxi Zhu, Xipeng Qiu, Xinchi Chen, Xuanjing Huan...
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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations
    10 years 12 days ago
    Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations
    Download  ofey.me
    Vector space representation of words has been widely used to capture fine-grained linguistic regularities, and proven to be successful in various natural language processing task...
    Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Ch...
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    ACL
    2015
    23views Computational Linguistics» more  ACL 2015»
    It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool
    10 years 12 days ago
    It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool
    Download  aclweb.org
    The last few years have seen a surge in the number of accurate, fast, publicly available dependency parsers. At the same time, the use of dependency parsing in NLP applications ha...
    Jinho D. Choi, Joel R. Tetreault, Amanda Stent
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