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    ACL
    2015
    33views Computational Linguistics» more  ACL 2015»
    Entity-Centric Coreference Resolution with Model Stacking
    8 years 25 days ago
    Entity-Centric Coreference Resolution with Model Stacking
    Download  cs.stanford.edu
    Mention pair models that predict whether or not two mentions are coreferent have historically been very effective for coreference resolution, but do not make use of entity-level i...
    Kevin Clark, Christopher D. Manning
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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    Event-Driven Headline Generation
    8 years 25 days ago
    Event-Driven Headline Generation
    Download  aclweb.org
    We propose an event-driven model for headline generation. Given an input document, the system identifies a key event chain by extracting a set of structural events that describe ...
    Rui Sun, Yue Zhang, Meishan Zhang, Dong-Hong Ji
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    ACL
    2015
    28views Computational Linguistics» more  ACL 2015»
    Revisiting Word Embedding for Contrasting Meaning
    8 years 25 days ago
    Revisiting Word Embedding for Contrasting Meaning
    Download  anthology.aclweb.org
    Contrasting meaning is a basic aspect of semantics. Recent word-embedding models based on distributional semantics hypothesis are known to be weak for modeling lexical contrast. W...
    Zhigang Chen, Wei Lin, Qian Chen, Xiaoping Chen, S...
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    ACL
    2015
    15views Computational Linguistics» more  ACL 2015»
    A Frame of Mind: Using Statistical Models for Detection of Framing and Agenda Setting Campaigns
    8 years 25 days ago
    A Frame of Mind: Using Statistical Models for Detection of Framing and Agenda Setting Campaigns
    Download  www.aclweb.org
    Framing is a sophisticated form of discourse in which the speaker tries to induce a cognitive bias through consistent linkage between a topic and a specific context (frame). We b...
    Oren Tsur, Dan Calacci, David Lazer
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Representation Based Translation Evaluation Metrics
    8 years 25 days ago
    Representation Based Translation Evaluation Metrics
    Download  www.aclweb.org
    Precisely evaluating the quality of a translation against human references is a challenging task due to the flexible word ordering of a sentence and the existence of a large numb...
    Boxing Chen, Hongyu Guo
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Learning Answer-Entailing Structures for Machine Comprehension
    8 years 25 days ago
    Learning Answer-Entailing Structures for Machine Comprehension
    Download  aclweb.org
    Understanding open-domain text is one of the primary challenges in NLP. Machine comprehension evaluates the system’s ability to understand text through a series of question-answ...
    Mrinmaya Sachan, Kumar Dubey, Eric P. Xing, Matthe...
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    ACL
    2015
    13views Computational Linguistics» more  ACL 2015»
    Radical Embedding: Delving Deeper to Chinese Radicals
    8 years 25 days ago
    Radical Embedding: Delving Deeper to Chinese Radicals
    Download  www.aclweb.org
    Languages using Chinese characters are mostly processed at word level. Inspired by recent success of deep learning, we delve deeper to character and radical levels for Chinese lan...
    Xinlei Shi, Junjie Zhai, Xudong Yang, Zehua Xie, C...
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    ACL
    2015
    14views Computational Linguistics» more  ACL 2015»
    Unsupervised extractive summarization via coverage maximization with syntactic and semantic concepts
    8 years 25 days ago
    Unsupervised extractive summarization via coverage maximization with syntactic and semantic concepts
    Download  www.aclweb.org
    Coverage maximization with bigram concepts is a state-of-the-art approach to unsupervised extractive summarization. It has been argued that such concepts are adequate and, in cont...
    Natalie Schluter, Anders Søgaard
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    ACL
    2015
    30views Computational Linguistics» more  ACL 2015»
    Semantically Smooth Knowledge Graph Embedding
    8 years 25 days ago
    Semantically Smooth Knowledge Graph Embedding
    Download  www.aclweb.org
    This paper considers the problem of embedding Knowledge Graphs (KGs) consisting of entities and relations into lowdimensional vector spaces. Most of the existing methods perform t...
    Shu Guo, Quan Wang, Bin Wang, Lihong Wang, Li Guo
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    ACL
    2015
    22views Computational Linguistics» more  ACL 2015»
    Pre-training of Hidden-Unit CRFs
    8 years 25 days ago
    Pre-training of Hidden-Unit CRFs
    Download  www.cs.columbia.edu
    In this paper, we apply the concept of pretraining to hidden-unit conditional random fields (HUCRFs) to enable learning on unlabeled data. We present a simple yet effective pre-t...
    Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
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