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Entity Resolution

5 papers with code · Natural Language Processing

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d-blink: Distributed End-to-End Bayesian Entity Resolution

13 Sep 2019ngmarchant/dblink

In this paper, we propose "distributed Bayesian linkage" or d-blink -- the first scalable and distributed end-to-end Bayesian model for ER, which propagates uncertainty in blocking, matching and merging.

ENTITY RESOLUTION

Optimal Transport-based Alignment of Learned Character Representations for String Similarity

ACL 2019 iesl/stance

We evaluate STANCE's ability to detect whether two strings can refer to the same entity--a task we term alias detection.

ENTITY RESOLUTION

Crowdsourced Collective Entity Resolution with Relational Match Propagation

21 Feb 2020nju-websoft/Remp

Knowledge bases (KBs) store rich yet heterogeneous entities and facts.

ENTITY RESOLUTION

Accelerating Column Generation via Flexible Dual Optimal Inequalities with Application to Entity Resolution

12 Sep 2019lokhande-vishnu/EntityResolution

We tackle optimization of weighted set packing by relaxing integrality in our ILP formulation.

ENTITY RESOLUTION

Crowdsourcing and Aggregating Nested Markable Annotations

ACL 2019 juntaoy/dali-preprocessing-pipeline

One of the key steps in language resource creation is the identification of the text segments to be annotated, or markables, which depending on the task may vary from nominal chunks for named entity resolution to (potentially nested) noun phrases in coreference resolution (or mentions) to larger text segments in text segmentation.

COREFERENCE RESOLUTION ENTITY RESOLUTION