The Entity
Extending the Entity Grid with Entity Specific Features
... the entity itself the prob- ability is the same whether the entity under discus- sion is Hillary Clinton or ...unimportant entity types is important in coref- erence (Haghighi and Klein, 2010) and ...
5
To Link or Not to Link? A Study on End to End Tweet Entity Linking
... the entity linking problem differs significantly from the entity linking problem as defined by the TAC KBP com- petition (Ji et ...an entity mention that rep- resents an ...an entity mention ...
11
Knowledge Based Systems Text Analysis
... sin entity linking, we believe that there are still many Opportunities for substantial improvement in this ...in entity linking. Firstly, most of the current entity linking systems focuses on the ...
5
Bilingual Product Name Dictionary Construction Using a Two Stage Method
... the entity set for the semantic catego- ry by giving some bilingual set pairs and then finds bilingual product name translation pair from com- parable ...some entity seed ...calculates entity ...
9
Encoding World Knowledge in the Evaluation of Local Coherence
... an entity graph with world knowledge to capture both the distribution information and seman- tic relatedness between entities (see Section ...the entity graph into a sen- tence graph (see Section ...
10
AIDArabic A Named Entity Disambiguation Framework for Arabic Text
... There has been recently a great progress in the field of automatically generated knowl- edge bases and corresponding disambigua- tion systems that are capable of mapping text mentions onto canonical entities. Ef- forts ...
9
A Machine Learning Based Coreference Detection System for OntoNotes
... an entity has been marked in a coreference chain that includes all coreferential ...each entity, instead of all coreferences, of each ...each entity encountered by the system, we create a pos- itive ...
5
“One Entity per Discourse” and “One Entity per Collocation” Improve Named Entity Disambiguation
... In the second part of the paper, we will explore a simple method to incorporate OSPD and OSPC hypotheses to any existing NED system, showing their potential. After running the NED system, we take its output and observe, ...
10
Provenance in Open Data Entity-Centric Aggregation
... vertical entity disambiguation (at column ...the entity name. If this entity does not exist in the entity base, the user may create ...the entity is created only from its name, it will ...
152
Normalized Entity Graph for Computing Local Coherence
... the entity grid (Barzilay and Lapata, 2008) uses information about sentences which do not share entities by means of the “- -” transition, the entity graph cannot employ this negative in- ...the ...
5
World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions
... each entity are the first sentences of their Freebase de- ...and entity definitions, such as expanding the context windows by includ- ing sentences that come before and after the one where blank is found, ...
10
Joint Learning of Named Entity Recognition and Entity Linking
... In our work, we used 100 dimensional word em- beddings pre-trained with structured skip-gram on the Gigaword corpus (Ling et al., 2015). These were concatenated with 50 dimensional charac- ter embeddings obtained using a ...
7
Zero Shot Entity Linking by Reading Entity Descriptions
... an entity linking sys- tem links m to the corresponding entity in an en- tity set E = {e i } ...The entity set E can contain tens of thousands or even millions of entities, making this a challeng- ...
12
Jointly Learning Entity and Relation Representations for Entity Alignment
... for entity alignment typically involve a labor-intensive and time-consuming pro- cess of feature construction (Mahdisoltani et ...the entity embeddings, but do not explicitly utilize relation embeddings to ...
10
Improving Fine grained Entity Typing with Entity Linking
... the entity re- turned by the EL algorithm and the target entry of the anchor link are the ...correct entity, the model only needs to output the types in the KB type ...
6
Ranking Algorithms for Named Entity Extraction: Boosting and the VotedPerceptron
... in this context! The decision which effectively cre- ated the entity University for was the decision to tag for as C, and this has already been made. The inde- pendence assumptions in maximum-entropy taggers of ...
8
Enhancing Named Entity Recognition in Twitter Messages Using Entity Linking
... the entity mentions to the KB entries enables us to use the high-quality knowledge in KB for enhancing the NER perfor- ...the entity, the classes of the en- tity, and the likelihood that the entity ...
5
An Entity Topic Model for Entity Linking
... referent entity of a mention is reflected by its context”(Mihalcea & Cosomai, 2007; Zhang et ...referent entity of the mention Lion in Figure 1 is the entity Mac OS X Lion, since this ...
11
Entity Retrieval via Entity Factoid Hierarchy
... an entity factoid hi- erarchy summarizes all the descriptions regarding an entity, which is similar to the “entity pseudo- document” used in some existing entity retrieval ...Each ...
10
Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping
... fine-grained entity type set is to build cog- nitive question answering applications on top of the NER ...The entity type system used in this paper has been engineered to cover many of the frequent types ...
10