Corpus ID: 1586567

Overview of the English Slot Filling Track at the TAC 2014 Knowledge Base Population Evaluation

@inproceedings{Surdeanu2014OverviewOT,
  title={Overview of the English Slot Filling Track at the TAC 2014 Knowledge Base Population Evaluation},
  author={M. Surdeanu and Heng Ji},
  year={2014}
}
We overview the English Slot Filling (SF) track of the TAC2014 Knowledge Base Population (KBP) evaluation. The goal of this KBP track is to promote research in the extraction of binary relations between named and numeric entities from free text. The main changes this year include: (a) the inclusion of ambiguous queries, i.e., queries that point to multiple real-life entities with the same name; (b) accepting outputs created through inference; and (c) a simplification of the task and of the… Expand
81 Citations

Figures and Tables from this paper

Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures
  • 22
  • PDF
Knowledge base population using semantic label propagation
  • 8
  • PDF
A Machine Learning Filter for the Slot Filling Task
  • PDF
Deep learning methods for knowledge base population
  • 1
  • Highly Influenced
  • PDF
Extending Cross-Domain Knowledge Bases with Long Tail Entities using Web Table Data
  • 8
  • PDF
Indirect Supervision for Relation Extraction using Question-Answer Pairs
  • 5
  • PDF
Open Relation Extraction and Grounding
  • 13
  • PDF
Language Models as Knowledge Bases?
  • 268
  • PDF
Web relation extraction with distant supervision
  • 11
  • Highly Influenced
  • PDF
RPI-BLENDER TAC-KBP2013 Knowledge Base Population System
  • 20
  • PDF
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 15 REFERENCES
Overview of the TAC2013 Knowledge Base Population Evaluation: English Slot Filling and Temporal Slot Filling
  • 100
  • PDF
Overview of the TAC 2010 Knowledge Base Population Track
  • 493
  • PDF
Overview of TAC-KBP 2014 Entity Discovery and Linking Tasks
  • 89
  • PDF
Analysing recall loss in named entity slot filling
  • 12
  • PDF
Combining Distant and Partial Supervision for Relation Extraction
  • 140
  • PDF
Relation Extraction with Matrix Factorization and Universal Schemas
  • 561
  • PDF
The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding
  • 76
  • PDF
Learning to "Read Between the Lines" using Bayesian Logic Programs
  • 23
  • PDF
...
1
2
...