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Chinese Word Segmentation and Named Entity Recognition:A Pragmatic Approach
Chinese Word Segmentation Named Entity Recognition Pragmatic Approach
2015/8/31
This article presents a pragmatic approach to Chinese word segmentation. It differs from most previous approaches mainly in three respects. First, while theoretical linguists have defined Chinese word...
Unsupervised Named Entity Recognition Using Syntactic and Semantic Contextual Evidence
Unsupervised Named Entity Recognition Syntactic Semantic Contextual
2015/8/26
Proper nouns form an open class, making the incompleteness of manually or automatically learned classification rules an obvious problem. The purpose of this paper is twofold: first, to suggest the use...
Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational Speech
Dialogue Act Modeling Automatic Tagging Recognition of Conversational Speech
2015/8/25
We describe a statistical approach for modeling dialogue acts in conversational speech, i.e., speech-act-like units such as STATEMENT, Question, BACKCHANNEL, Agreement, Disagreement, and Apology. Our ...
Speech and Language Processing:An Introduction to Natural Language Processing,Computational Linguistics,and Speech Recognition
Speech and Language Processing Introduction to Natural Language Processing Computational Linguistics Speech Recognition
2015/8/25
Jurafsky and Martin’s long-awaited text sets a new gold standard that will be difficult to surpass, as attested by the flurry of glowing reviews that accompanied its publication early this year.1 In a...
Familiarity Breeds Differentiation:A Subjective-Likelihood Approach to the Effects of Experience in Recognition Memory
Familiarity Breeds Differentiation Subjective-Likelihood Approach Recognition Memory
2015/6/19
With repeated exposure, people become better at identifying presented items and better at rejecting items that have not been presented. This differentiation effect is captured in a model consisting of...
A rich body of data exists showing that recollection of specific information makes an important contribution to recognition memory, which is distinct from the contribution of familiarity, and is not a...
Visual word recognition and pronunciation:A computational model of acquisition,skilled performance,and dyslexia
Visual word recognition and pronunciation computational model of acquisition skilled performance dyslexia
2015/6/19
Visual word recognition and pronunciation:A computational model of acquisition,skilled performance,and dyslexia.
Named Entity Recognition with Character-Level Models
Named Entity Recognition Character-Level Models
2015/6/12
We discuss two named-entity recognition models which use characters and character n-grams either exclusively or as an important part of their data representation. The first model is a character-level ...
Exploiting Context for Biomedical Entity Recognition: From Syntax to the Web
Biomedical Entity Recognition Syntax to the Web
2015/6/12
We describe a machine learning system for the recognition of names in biomedical texts. The system makes extensive use of local and syntactic features within the text, as well as external resources in...
An Effective Two-Stage Model for Exploiting Non-Local Dependencies in Named Entity Recognition
Two-Stage Model Non-Local Dependencies Named Entity Recognition
2015/6/12
This paper shows that a simple two-stage approach to handle non-local dependencies in Named Entity Recognition (NER) can outperform existing approaches that handle non-local dependencies, while being ...
Many named entities contain other named entities inside them. Despite this fact, the field of named entity recognition has almost entirely ignored nested named entity recognition, but due to technolog...
Conversation Electrified: ERP Correlates of Speech Act Recognition in Underspecified Utterances
ERP Correlates Speech Act Recognition Underspecified Utterances
2015/5/13
The ability to recognize speech acts (verbal actions) in conversation is critical for everyday interaction. However, utterances are often underspecified for the speech act they perform, requiring list...
Discourse context and the recognition of reduced and canonical spoken words
Discourse context and the recognition reduced and canonical spoken words
2015/4/24
In two eye-tracking experiments we examined whether wider discourse information helps the recognition of reduced pronunciations (e.g., “puter”) more than the recognition of canonical pronunciations of...
The cognitive processes involved in object recognition remain a mystery to the cognitive sciences. We know that the visual system recognizes objects via multiple features, including shape, color, text...
The impairment of emotion recognition in Huntington’s disease extends to positive emotions
Huntington’s disease Emotion Vocalizations
2015/4/10
Patients with Huntington’s Disease (HD) are impaired in the recognition of emotional
signals. However, the nature and extent of the impairment is controversial: it has variously
been argued to dispr...