Fonduer: Knowledge Base Construction from Richly Formatted Data

Summary: Fonduer enables KBC from richly formatted data, beyond traditional inputs. It defines a data model for document-level relations, multimodality, and data variety, plus a deep-learning representation and a supervision-driven programming model. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5449
Venue: SIGMOD
Year: 2018
Pagerank: 7.2487486e-05
Overall Rank: 3,303 | 77.03%
DOI: 10.1145/3183713.3183729

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
300	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028441466
1,215	Snuba: Automating Weak Supervision to Label Training Data	2019	VLDB	0.0001323375
4,607	Data Integration and Machine Learning: A Natural Synergy	2018	SIGMOD	6.0538827e-05
7,243	Data Integration and Machine Learning: A Natural Synergy	2018	VLDB	4.7913666e-05
7,424	Table Extraction and Understanding for Scientific and Enterprise Applications	2020	VLDB	4.7339251e-05
8,461	Visual Segmentation for Information Extraction from Heterogeneous Visually Rich Documents	2019	SIGMOD	4.5061205e-05
9,252	Improving Information Extraction from Visually Rich Documents using Visual Span Representations	2021	VLDB	4.3690661e-05
9,253	Glean: Structured Extractions from Templatic Documents	2021	VLDB	4.3690661e-05
9,409	Ground Truth Inference for Weakly Supervised Entity Matching	2023	SIGMOD	4.3441378e-05
11,256	Self-Training for Label-Efficient Information Extraction from Semi-Structured Web-Pages	2023	VLDB	4.1945683e-05
11,637	ARQuery: Hallucinating Analytics over Real-World Data using Augmented Reality	2019	CIDR	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
62	Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge	2008	SIGMOD	0.0006429466
254	Snorkel: Rapid Training Data Creation with Weak Supervision	2018	VLDB	0.00030540555
667	Incremental Knowledge Base Construction Using DeepDive	2015	VLDB	0.00018440557

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6,569	Domain Adaptation for Deep Entity Resolution	2022	SIGMOD	5.0065379e-05
8,847	Towards Foundation Database Models	2025	CIDR	4.4371897e-05
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