Knowledge Base Population
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Knowledge Base Population: Successful Approaches and Challenges
In this paper we give an overview of the Knowledge Base Population (KBP) track at the 2010 Text Analysis Conference. The main goal of KBP is to promote research in …...
Confidence Estimation for Knowledge Base Population
Information extraction systems automati- cally extract structured information from machine-readable documents, such as newswire, web, and multimedia. Despite significant improvement, the performance is far from perfect. Hence, it is useful …...
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A Regional News Corpora for Contextualized Entity Discovery and Linking
AbstractThis paper presents a German corpus for Named Entity Linking (NEL) and Knowledge Base Population (KBP) tasks. We describe the annotation guideline, the annotation process, NIL clustering techniques and conversion …...
Combining Supervised and Unsupervised Enembles for Knowledge Base Population
We propose an algorithm that combines su- pervised and unsupervised methods to ensem- ble multiple systems for two popular Knowl- edge Base Population (KBP) tasks, Cold Start Slot Filling (CSSF) …...
Importance sampling for unbiased on-demand evaluation of knowledge base population
AbstractKnowledge base population (KBP) systems take in a large document corpus and extract entities and their relations. Thus far, KBP evaluation has relied on judgements on the pooled predictions of …...
Laying the Groundwork for Knowledge Base Population: Nine Years of Linguistic Resources for TAC KBP
Knowledge Base Population (KBP) is an evaluation series within the Text Analysis Conference (TAC) evaluation campaign conducted by the National Institute of Standards and Technology (NIST). Over the past nine …...
Uncovering Probabilistic Implications in Typological Knowledge Bases
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Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political Debates
AbstractUnderstanding the structures of political debates (which actors make what claims) is essential for understanding democratic political decision making. The vision of computational construction of such discourse networks from newspaper …...