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Hits 1 – 20 of 79
1
Parallel processing in speech perception with local and global representations of linguistic context
Brodbeck, Christian
;
Bhattasali, Shohini
;
Cruz Heredia, Aura AL
...
In: eLife (2022)
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2
Using surprisal and fMRI to map the neural bases of broad and local contextual prediction during natural language comprehension ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Bhattasali, Shohini
;
Resnik, Philip
. - : Underline Science Inc., 2021
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3
Community-level Research on Suicidality Prediction in a Secure Environment: Overview of the CLPsych 2021 Shared Task
MacAvaney, Sean
;
Mittu, Anjali
;
Coppersmith, Glen
. - 2021
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4
Connecting Documents, Words, and Languages Using Topic Models
Yang, Weiwei
. - 2019
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5
Assessing Composition in Sentence Vector Representations ...
Ettinger, Allyson
;
Elgohary, Ahmed
;
Phillips, Colin
. - : arXiv, 2018
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6
Relating lexical and syntactic processes in language: Bridging research in humans and machines
Ettinger, Allyson
. - 2018
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7
Guided Probabilistic Topic Models for Agenda-setting and Framing
Nguyen, Viet An
. - 2015
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8
Soft syntactic constraints for Arabic-English hierarchical phrase-based translation
Resnik, Philip
;
Chiang, David
;
Marton, Yuval
In:
Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media
26 (2012) 1-2, 137-157
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OLC Linguistik
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9
Crowdsourced Monolingual Translation
Hu, Chang
. - 2012
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10
Decision Tree-based Syntactic Language Modeling
Filimonov, Denis
. - 2011
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11
Modeling Dependencies in Natural Languages with Latent Variables
Huang, Zhongqiang
. - 2011
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12
Exploiting syntactic relationships in a phrase-based decoder: an exploration
Hunter, Tim
;
Resnik, Philip
In:
Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media
24 (2010) 2, 123-140
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13
Gibbs Sampling for the Uninitiated
Resnik, Philip
;
Hardisty, Eric
In: DTIC (2010)
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14
Structured local exponential models for machine translation
Subotin, Michael
. - 2010
Abstract:
This thesis proposes a synthesis and generalization of local exponential translation models, the subclass of feature-rich translation models which associate probability distributions with individual rewrite rules used by the translation system, such as synchronous context-free rules, or with other individual aspects of translation hypotheses such as word pairs or reordering events. Unlike other authors we use these estimates to replace the traditional phrase models and lexical scores, rather than in addition to them, thereby demonstrating that the local exponential phrase models can be regarded as a generalization of standard methods not only in theoretical but also in practical terms. We further introduce a form of local translation models that combine features associated with surface forms of rules and features associated with less specific representation -- including those based on lemmas, inflections, and reordering patterns -- such that surface-form estimates are recovered as a special case of the model. Crucially, the proposed approach allows estimation of parameters for the latter type of features from training sets that include multiple source phrases, thereby overcoming an important training set fragmentation problem which hampers previously proposed local translation models. These proposals are experimentally validated. Conditioning all phrase-based probabilities in a hierarchical phrase-based system on source-side contextual information produces significant performance improvements. Extending the contextually-sensitive estimates with features modeling source-side morphology and reordering patterns yields consistent additional improvements, while further experiments show significant improvements obtained from modeling observed and unobserved inflections for a morphologically rich target language.
Keyword:
Artificial intelligence
;
Computer science
;
Exponential models
;
Linguistics
;
Machine learning
;
Machine translation
;
Maximum entropy
URL:
http://hdl.handle.net/1903/12150
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15
A Formal Model of Ambiguity and its Applications in Machine Translation
Dyer, Christopher
. - 2010
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16
Extending Phrase-Based Decoding with a Dependency-Based Reordering Model
Hunter, Tim
;
Resnik, Philip
In: DTIC (2009)
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17
Extending Phrase-Based Decoding with a Dependency-Based Reordering Model
Resnik, Philip
;
Hunter, Tim
. - 2009
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18
COMPUTATIONAL ANALYSIS OF THE CONVERSATIONAL DYNAMICS OF THE UNITED STATES SUPREME COURT
Hawes, Timothy
. - 2009
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19
Fine-Grained Linguistic Soft Constraints on Statistical Natural Language Processing Models
Marton, Yuval Yehezkel
. - 2009
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20
Generalizing Word Lattice Translation
Dyer, Christopher
;
Muresan, Smaranda
;
Resnik, Philip
In: DTIC (2008)
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