Knowledge Base Construction
28 papers with code • 0 benchmarks • 0 datasets
Benchmarks
These leaderboards are used to track progress in Knowledge Base Construction
Most implemented papers
OPIEC: An Open Information Extraction Corpus
In this paper, we release, describe, and analyze an OIE corpus called OPIEC, which was extracted from the text of English Wikipedia.
Russian Web Tables: A Public Corpus of Web Tables for Russian Language Based on Wikipedia
In this paper, we present the first corpus of Web tables created specifically out of Russian language material.
Simplified DOM Trees for Transferable Attribute Extraction from the Web
google-research/google-research
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There has been a steady need to precisely extract structured knowledge from the web (i. e. HTML documents).
MAPS-KB: A Million-scale Probabilistic Simile Knowledge Base
The ability to understand and generate similes is an imperative step to realize human-level AI.
Representing Meaning with a Combination of Logical and Distributional Models
In this paper, we focus on the three components of a practical system integrating logical and distributional models: 1) Parsing and task representation is the logic-based part where input problems are represented in probabilistic logic.
Multilingual Relation Extraction using Compositional Universal Schema
patverga/torch-relation-extraction
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NAACL 2016
In response, this paper introduces significant further improvements to the coverage and flexibility of universal schema relation extraction: predictions for entities unseen in training and multilingual transfer learning to domains with no annotation.
Row-less Universal Schema
patverga/torch-relation-extraction
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WS 2016
In experimental results on the FB15k-237 benchmark we demonstrate that we can match the performance of a comparable model with explicit entity pair representations using a model of attention over relation types.
TeKnowbase: Towards Construction of a Knowledge-base of Technical Concepts
In this paper, we describe the construction of TeKnowbase, a knowledge-base of technical concepts in computer science.
Building an Ellipsis-aware Chinese Dependency Treebank for Web Text
Web 2. 0 has brought with it numerous user-produced data revealing one's thoughts, experiences, and knowledge, which are a great source for many tasks, such as information extraction, and knowledge base construction.
