[PDF] Top 20 A Context Aware Approach to Entity Linking
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A Context Aware Approach to Entity Linking
... general context associated with the New York Times) or specific contexts associated with the topic of the document ...each entity and produces a weighted list of matches given the ... See full document
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FINET: Context Aware Fine Grained Named Entity Typing
... each entity is annotated with appropriate ...this approach is that training data is scarce; this scarcity is amplified for fine- grained type ...popular approach is to train an extractor on a corpus ... See full document
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Entity Linking meets Word Sense Disambiguation: a Unified Approach
... Word Sense Disambiguation (WSD) is the task of choosing the right sense for a word within a given context. Typical approaches for this task can be clas- sified as i) supervised, ii) knowledge-based, and iii) ... See full document
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Mutual Disambiguation for Entity Linking
... and linking in natural language text has been extensively studied in NLP ...the context of a mention to the Wikipedia categories of an entity ... See full document
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Entity Linking via Joint Encoding of Types, Descriptions, and Context
... the entity with the high- est prior probability from CrossWikis, indicating that the model is able to utilize the context across ...with context (Model CD) we see improvement in the performance on ... See full document
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A Sequence Learning Method for Domain Specific Entity Linking
... for entity disambiguation is the similarity computation between mention-entity and entity-entity ...local context that computes the similarity between mention con- text and relevant ... See full document
8
Building Context aware Clause Representations for Situation Entity Type Classification
... situation entity type of a clause depends on discourse functions the clause plays in a paragraph and the interpre- tation of discourse functions depends heav- ily on paragraph-wide contexts, we propose to build ... See full document
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Entity linking for biomedical literature
... sufficient context for understanding the entity ...and linking a set of relevant mentions ...multiple entity mentions are semanti- cally related in the unstructured source texts ... See full document
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Entity Linking for Tweets
... TF-IDF weighting scheme to compute the match degree between a mention and an entity, achieving an accuracy of around 82%. Wikify! identifies the important concepts in the text and automatically links these ... See full document
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Context aware Entity Morph Decoding
... To the best of our knowledge, no sufficient mention-level morph annotations exist for training an end-to-end decoder. Manual morph annotations require native speakers who have certain cultural background (Zhang et al., ... See full document
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Context enhanced Adaptive Entity Linking
... recent entity linking ...referent entity in the knowledge ...of entity linking systems over knowledge bases has been spotted by (Usbeck et ...Web-wide entity linking so- ... See full document
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An Approach to Collective Entity Linking
... Entity linking is the task of disambiguat- ing entities in unstructured text by link- ing them to an entity in a ...collective entity linking approaches exist that attempt to ... See full document
10
Context Aware Adaptable Applications - A global approach
... connections. The control unit manages the life cycle of the business component and the interactions with the runtime platform. Thus, the platform supervises the containers and, indirectly, the business components (a full ... See full document
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Entity Linking with a Paraphrase Flavor
... Entity Linking (EL), such as the EL track at NIST Text Analysis Conference Knowledge Base Population (TAC- KBP), aims to link a given named entity mention from a source document to an existing ... See full document
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A Systematic Approach to Context Aware Service Design
... command, context-aware systems stress delivering services to users in natural and non-intrusive way, without distracting them from their ...of context-aware system should be highly autonomous. ... See full document
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A Principled Approach to Context Aware Machine Translation
... principled approach to context-aware machine ...proposed approach reformulates the posterior probability of a translation hypothesis given the source input by incorporating the ... See full document
5
Context analysis approach for context aware applications deployed on pervasive environments
... JVM memory, the instanced objects, etc. The gathered data is used by the information technology sta ff to reason about the application server thumbprint and to react when necessary in order to adjust the appli- cation ... See full document
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Resolving queries in a heterogeneous context rich environment
... the context service to say that these terms were equivalent to the terms ‘lecture’ and ‘notes’ (stored on a college context server) for their ...local context service is phrased in terms of ‘meeting’ ... See full document
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In domain Context aware Token Embeddings Improve Biomedical Named Entity Recognition
... AllenNLP uses a bidirectional two-layer LSTM-CRF (Lample et al., 2016) to perform NER as a sequence tagging task. Each word is tagged with an output that marks if it is at the beginning (B), in the middle (I), at the end ... See full document
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Entity Linking at Web Scale
... also allows us to capture assertions concerning the long tail of entities (e.g., “prune juice”) that are not prominent enough to have their own Wikipedia ar- ticle. Wikipedia has dedicated articles for “apple juice” and ... See full document
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