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Finding records in a data set that refer to the same entity across different data sources (e.g., data files, books, websites, and databases). (Source: Wikipedia)

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Greatest papers with code

Biomedical Named Entity Recognition at Scale

12 Nov 2020JohnSnowLabs/spark-nlp

Named entity recognition (NER) is a widely applicable natural language processing task and building block of question answering, topic modeling, information retrieval, etc.

ENTITY RESOLUTION INFORMATION RETRIEVAL MEDICAL NAMED ENTITY RECOGNITION QUESTION ANSWERING RELATION EXTRACTION

A Deep Learning Approach to Geographical Candidate Selection through Toponym Matching

17 Sep 2020Living-with-machines/DeezyMatch

We report its performance on candidate selection in the context of the downstream task of toponym resolution, both on existing datasets and on a new manually-annotated resource of nineteenth-century English OCR'd text.

ENTITY RESOLUTION OPTICAL CHARACTER RECOGNITION

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

13 Sep 2019ngmarchant/dblink

Entity resolution (ER; also known as record linkage or de-duplication) is the process of merging noisy databases, often in the absence of unique identifiers.

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

Alaska: A Flexible Benchmark for Data Integration Tasks

27 Jan 2021merialdo/research.alaska

A limitation of such benchmarks is that they typically come with their own task definition and it can be difficult to leverage them for complex integration pipelines.

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 TEXT SEGMENTATION