ZORE: A Syntax-based System for Chinese Open Relation Extraction

Open Relation Extraction (ORE) overcomes the limitations of traditional IE techniques, which train individual extractors for every single relation type. Systems such as ReVerb, PATTY, OLLIE, and Exemplar have attracted much attention on English ORE. However, few studies have been reported on ORE for languages beyond English. This paper presents a syntax-based Chinese (Zh) ORE system, ZORE, for extracting relations and semantic patterns from Chinese text. ZORE identifies relation candidates from automatically parsed dependency trees, and then extracts relations with their semantic patterns iteratively through a novel double propagation algorithm. Empirical results on two data sets show the effectiveness of the proposed system.

• Publication year

  2014

• Venue

  Conference on Empirical Methods in Natural Language Processing

• Publication date

  2014-10-01

• Fields of study

  Computer Science

• Identifiers
  DOI 10.3115/v1/D14-1201
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Chinese Open Relation Extraction for Knowledge Acquisition

  2014cited by this paper
• Multi-view Chinese Treebanking

  2014cited by this paper
• Open Information Extraction with Tree Kernels

  2013cited by this paper
• Effectiveness and Efficiency of Open Relation Extraction

  2013cited by this paper
• Extracting information networks from the blogosphere

  2012cited by this paper
• Open Language Learning for Information Extraction

  2012cited by this paper
• Incorporating Lexical Semantic Similarity to Tree Kernel-Based Chinese Relation Extraction

  2012cited by this paper
• PATTY: A Taxonomy of Relational Patterns with Semantic Types

  2012influential reference
• WiSeNet: building a wikipedia-based semantic network with ontologized relations

  2012cited by this paper
• Syntactic Processing Using the Generalized Perceptron and Beam Search

  2011cited by this paper
• Open Information Extraction: The Second Generation

  2011influential reference
• Combining Contextual and Structural Information for Supersense Tagging of Chinese Unknown Words

  2011cited by this paper
• LTP: A Chinese Language Technology Platform

  2010cited by this paper
• Open Information Extraction Using Wikipedia

  2010cited by this paper
• A Latent Dirichlet Allocation Method for Selectional Preferences

  2010cited by this paper
• Efficient Representation of Adhoc Constraints

  2009cited by this paper
• Discriminative Reordering with Chinese Grammatical Relations Features

  2009cited by this paper
• A Novel Feature-based Approach to Chinese Entity Relation Extraction

  2008cited by this paper
• Optimizing Chinese Word Segmentation for Machine Translation Performance

  2008cited by this paper
• Dependency-based Semantic Role Labeling of PropBank

  2008cited by this paper
• Open Information Extraction from the Web

  2007cited by this paper
• A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features

  2006cited by this paper
• Improved-Edit-Distance Kernel for Chinese Relation Extraction

  2005cited by this paper
• Exploring Various Knowledge in Relation Extraction

  2005cited by this paper
• Multiple Sequence Alignment

  2005cited by this paper
• The Penn Chinese TreeBank: Phrase structure annotation of a large corpus

  2005cited by this paper
• The Light Verb Jungle

  2003cited by this paper
• Learning to Paraphrase: An Unsupervised Approach Using Multiple-Sequence Alignment

  2003cited by this paper
• Automatic Acquisition of Domain Knowledge for Information Extraction

  2000cited by this paper
• On-Line New Event Detection using Single Pass Clustering

  1998cited by this paper
• Acquisition of semantic patterns for information extraction from corpora

  1993cited by this paper
• Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence Integrating Syntactic and Semantic Analysis into the Open Information Extraction Paradigm

  year unknowninfluential reference

• APRCOIE: An open information extraction system for Chinese

  2024cites this paper
• Rules still work for Open Information Extraction

  2024cites this paper
• Improving Extraction of Chinese Open Relations Using Pre-trained Language Model and Knowledge Enhancement

  2023cites this paper
• A Survey on Open Information Extraction from Rule-based Model to Large Language Model

  2022cites this paper
• Open Relation Extraction via Query-Based Span Prediction

  2022cites this paper
• Open Relation Extraction with Non-existent and Multi-span Relationships

  2022cites this paper
• Cross-lingual Inference with A Chinese Entailment Graph

  2022influential citation
• Overview of Relation Extraction

  2022cites this paper
• Automatic Chinese Financial Knowledge Graph Constructing Framework

  2021cites this paper
• Pre-training language model incorporating domain-specific heterogeneous knowledge into a unified representation

  2021cites this paper
• International Journal of Electrical and Computer Engineering (IJECE)

  2021cites this paper
• Dependency Parsing-based Entity Relation Extraction over Chinese Complex Text

  2021influential citation
• Enhanced Distant Supervised Open Information Extraction

  2021cites this paper
• Reconstruction of ER Network from Specific Academic Texts for the Governance of MSW-NIMBY Crisis in China

  2021cites this paper
• A Passage-Level Text Similarity Calculation

  2020cites this paper
• Unique Chinese Linguistic Phenomena

  2020cites this paper
• Text correlation calculation based on passage-level event representation

  2020cites this paper
• A survey of syntactic-semantic parsing based on constituent and dependency structures

  2020cites this paper
• Open Domain Chinese Triples Hierarchical Extraction Method

  2020cites this paper
• Chinese Open Relation Extraction with Pointer-Generator Networks

  2020cites this paper
• Extracting Chinese Domain-specific Open Entity and Relation by Using Learning Patterns

  2020cites this paper
• A New Open Information Extraction System Using Sentence Difficulty Estimation

  2019cites this paper
• Decoding Chinese User Generated Categories for Fine-Grained Knowledge Harvesting

  2019cites this paper
• Multilingual Open Information Extraction: Challenges and Opportunities

  2019cites this paper
• A Review of Open Information Extraction Techniques

  2019cites this paper
• Idiomaticity Prediction of Chinese Noun Compounds and Its Applications

  2019cites this paper
• Open Relation Extraction for Chinese Noun Phrases

  2019influential citation
• Chinese Open Relation Extraction and Knowledge Base Establishment

  2018influential citation
• A Survey of Techniques for Constructing Chinese Knowledge Graphs and Their Applications

  2018cites this paper
• Pattern Learning for Chinese Open Information Extraction

  2018cites this paper
• Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction

  2018cites this paper
• Automatic Non-Taxonomic Relation Extraction from Big Data in Smart City

  2018cites this paper
• Encoding implicit relation requirements for relation extraction: A joint inference approach

  2018cites this paper
• Confidence measure estimation for Open Information Extraction

  2018cites this paper
• A systematic mapping study on open information extraction

  2018cites this paper
• Exploratory Neural Relation Classification for Domain Knowledge Acquisition

  2018cites this paper
• Review of Chinese entity relation extraction

  2017cites this paper
• Learning Fine-grained Relations from Chinese User Generated Categories

  2017cites this paper
• Inference Approach to Enhance a Portuguese Open Information Extraction

  2017cites this paper
• Template Search Algorithm for Multiple Syntactic Parses

  2017cites this paper
• A Hybrid Method for Open Information Extraction Based on Shallow and Deep Linguistic Analysis

  2016influential citation
• Open Domain Atomic Event Extraction via Double Propagation for Chinese Text

  2016influential citation
• Expectation-Regulated Neural Model for Event Mention Extraction

  2016cites this paper
• NL2KB: Resolving Vocabulary Gap between Natural Language and Knowledge Base in Knowledge Base Construction and Retrieval

  2016cites this paper
• Event-Driven Headline Generation

  2015cites this paper
• GCORE: A Gravitation-Based Approach for Chinese Open Relation

  2015cites this paper
• Word Segmentation for Chinese Novels

  2015influential citation
• Feature assembly method for extracting relations in Chinese

  2015cites this paper