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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Reducing infrequent-token perplexity via variational corpora
    9 years 11 months ago
    Reducing infrequent-token perplexity via variational corpora
    Download  aclweb.org
    Recurrent neural network (RNN) is recognized as a powerful language model (LM). We investigate deeper into its performance portfolio, which performs well on frequent grammatical p...
    Yusheng Xie, Pranjal Daga, Yu Cheng, Kunpeng Zhang...
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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Modeling Argument Strength in Student Essays
    9 years 11 months ago
    Modeling Argument Strength in Student Essays
    Download  www.hlt.utdallas.edu
    While recent years have seen a surge of interest in automated essay grading, including work on grading essays with respect to particular dimensions such as prompt adherence, coher...
    Isaac Persing, Vincent Ng
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    ACL
    2015
    19views Computational Linguistics» more  ACL 2015»
    Learning the Semantics of Manipulation Action
    9 years 11 months ago
    Learning the Semantics of Manipulation Action
    Download  www.umiacs.umd.edu
    In this paper we present a formal computational framework for modeling manipulation actions. The introduced formalism leads to semantics of manipulation action and has application...
    Yezhou Yang, Yiannis Aloimonos, Cornelia Fermü...
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    ACL
    2015
    21views Computational Linguistics» more  ACL 2015»
    NEED4Tweet: A Twitterbot for Tweets Named Entity Extraction and Disambiguation
    9 years 11 months ago
    NEED4Tweet: A Twitterbot for Tweets Named Entity Extraction and Disambiguation
    Download  doc.utwente.nl
    In this demo paper, we present NEED4Tweet, a Twitterbot for named entity extraction (NEE) and disambiguation (NED) for Tweets. The straightforward application of state-of-the-art ...
    Mena B. Habib, Maurice van Keulen
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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    Machine Comprehension with Syntax, Frames, and Semantics
    9 years 11 months ago
    Machine Comprehension with Syntax, Frames, and Semantics
    Download  aclweb.org
    We demonstrate significant improvement on the MCTest question answering task (Richardson et al., 2013) by augmenting baseline features with features based on syntax, frame semant...
    Hai Wang, Mohit Bansal, Kevin Gimpel, David A. McA...
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    ACL
    2015
    12views Computational Linguistics» more  ACL 2015»
    Seed-Based Event Trigger Labeling: How far can event descriptions get us?
    9 years 11 months ago
    Seed-Based Event Trigger Labeling: How far can event descriptions get us?
    Download  aclweb.org
    The task of event trigger labeling is typically addressed in the standard supervised setting: triggers for each target event type are annotated as training data, based on annotati...
    Ofer Bronstein, Ido Dagan, Qi Li, Heng Ji, Anette ...
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    ACL
    2015
    17views Computational Linguistics» more  ACL 2015»
    Labeled Grammar Induction with Minimal Supervision
    9 years 11 months ago
    Labeled Grammar Induction with Minimal Supervision
    Download  nlp.cs.illinois.edu
    Nearly all work in unsupervised grammar induction aims to induce unlabeled dependency trees from gold part-of-speechtagged text. These clean linguistic classes provide a very impo...
    Yonatan Bisk, Christos Christodoulopoulos, Julia H...
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    ACL
    2015
    20views Computational Linguistics» more  ACL 2015»
    Unsupervised Prediction of Acceptability Judgements
    9 years 11 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
    9 years 11 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
    9 years 11 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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