Entity Retrieval
27 papers with code • 2 benchmarks • 4 datasets
Libraries
Use these libraries to find Entity Retrieval models and implementations
BEIR
ZESHEL
Most implemented papers
Scalable Zero-shot Entity Linking with Dense Entity Retrieval
facebookresearch/BLINK
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EMNLP 2020
This paper introduces a conceptually simple, scalable, and highly effective BERT-based entity linking model, along with an extensive evaluation of its accuracy-speed trade-off.
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
UKPLab/beir
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To address this, and to facilitate researchers to broadly evaluate the effectiveness of their models, we introduce Benchmarking-IR (BEIR), a robust and heterogeneous evaluation benchmark for information retrieval.
Autoregressive Entity Retrieval
facebookresearch/GENRE
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ICLR 2021
For instance, Encyclopedias such as Wikipedia are structured by entities (e. g., one per Wikipedia article).
EntQA: Entity Linking as Question Answering
wenzhengzhang/entqa
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ICLR 2022
A conventional approach to entity linking is to first find mentions in a given document and then infer their underlying entities in the knowledge base.
Ensemble of Neural Classifiers for Scoring Knowledge Base Triples
This paper describes our approach for the triple scoring task at the WSDM Cup 2017.
Semantic Entity Retrieval Toolkit
Unsupervised learning of low-dimensional, semantic representations of words and entities has recently gained attention.
Structural Regularities in Text-based Entity Vector Spaces
We discover how clusterings of experts correspond to committees in organizations, the ability of expert representations to encode the co-author graph, and the degree to which they encode academic rank.
Semantic Preserving Embeddings for Generalized Graphs
A new approach to the study of Generalized Graphs as semantic data structures using machine learning techniques is presented.
Graph-Embedding Empowered Entity Retrieval
In this research, we improve upon the current state of the art in entity retrieval by re-ranking the result list using graph embeddings.
Entity Linking in 100 Languages
hazyresearch/tabi
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EMNLP 2020
We propose a new formulation for multilingual entity linking, where language-specific mentions resolve to a language-agnostic Knowledge Base.
