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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Unsupervised Prediction of Acceptability Judgements
    8 years 7 months ago
    Unsupervised Prediction of Acceptability Judgements
    Download  www.dcs.kcl.ac.uk
    In this paper we present the task of unsupervised prediction of speakers’ acceptability judgements. We use a test set generated from the British National Corpus (BNC) containing...
    Jey Han Lau, Alexander Clark, Shalom Lappin
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    ACL
    2015
    18views Computational Linguistics» more  ACL 2015»
    Emotion Detection in Code-switching Texts via Bilingual and Sentimental Information
    8 years 7 months ago
    Emotion Detection in Code-switching Texts via Bilingual and Sentimental Information
    Download  aclweb.org
    Code-switching is commonly used in the free-form text environment, such as social media, and it is especially favored in emotion expressions. Emotions in codeswitching texts diffe...
    Zhongqing Wang, Sophia Yat Mei Lee, Shoushan Li, G...
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    ACL
    2015
    35views Computational Linguistics» more  ACL 2015»
    User Based Aggregation for Biterm Topic Model
    8 years 7 months ago
    User Based Aggregation for Biterm Topic Model
    Download  anthology.aclweb.org
    Biterm Topic Model (BTM) is designed to model the generative process of the word co-occurrence patterns in short texts such as tweets. However, two aspects of BTM may restrict its...
    Weizheng Chen, Jinpeng Wang, Yan Zhang, Hongfei Ya...
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    ACL
    2015
    13views Computational Linguistics» more  ACL 2015»
    Who caught a cold ? - Identifying the subject of a symptom
    8 years 7 months ago
    Who caught a cold ? - Identifying the subject of a symptom
    Download  www.aclweb.org
    The development and proliferation of social media services has led to the emergence of new approaches for surveying the population and addressing social issues. One popular applic...
    Shin Kanouchi, Mamoru Komachi, Naoaki Okazaki, Eij...
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Semi-Stacking for Semi-supervised Sentiment Classification
    8 years 7 months ago
    Semi-Stacking for Semi-supervised Sentiment Classification
    Download  aclweb.org
    In this paper, we address semi-supervised sentiment learning via semi-stacking, which integrates two or more semi-supervised learning algorithms from an ensemble learning perspect...
    Shoushan Li, Lei Huang, Jingjing Wang, Guodong Zho...
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    ACL
    2015
    27views Computational Linguistics» more  ACL 2015»
    Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering
    8 years 7 months ago
    Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering
    Download  www.aclweb.org
    In this paper, the answer selection problem in community question answering (CQA) is regarded as an answer sequence labeling task, and a novel approach is proposed based on the re...
    Xiaoqiang Zhou, Baotian Hu, Qingcai Chen, Buzhou T...
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    ACL
    2015
    25views Computational Linguistics» more  ACL 2015»
    Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach
    8 years 7 months ago
    Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach
    Download  www.cs.cmu.edu
    A standard pipeline for statistical relational learning involves two steps: one first constructs the knowledge base (KB) from text, and then performs the learning and reasoning t...
    William Yang Wang, William W. Cohen
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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    What's in a Domain? Analyzing Genre and Topic Differences in Statistical Machine Translation
    8 years 7 months ago
    What's in a Domain? Analyzing Genre and Topic Differences in Statistical Machine Translation
    Download  aclweb.org
    Domain adaptation is an active field of research in statistical machine translation (SMT), but so far most work has ignored the distinction between the topic and genre of documen...
    Marlies van der Wees, Arianna Bisazza, Wouter Weer...
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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    The Fixed-Size Ordinally-Forgetting Encoding Method for Neural Network Language Models
    8 years 7 months ago
    The Fixed-Size Ordinally-Forgetting Encoding Method for Neural Network Language Models
    Download  aclweb.org
    In this paper, we propose the new fixedsize ordinally-forgetting encoding (FOFE) method, which can almost uniquely encode any variable-length sequence of words into a fixed-size...
    Shiliang Zhang, Hui Jiang 0001, Mingbin Xu, Junfen...
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    ACL
    2015
    27views Computational Linguistics» more  ACL 2015»
    S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking
    8 years 7 months ago
    S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking
    Download  aclweb.org
    Non-linear models recently receive a lot of attention as people are starting to discover the power of statistical and embedding features. However, tree-based models are seldom stu...
    Yi Yang, Ming-Wei Chang
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