ReLiK: Retrieve, Read and LinK

sapienzanlp 's Collections

Minerva LLMs

Maverick Coreference Resolution

Italian Benchmarks for LLMs

Modello Italia - iGenius

MT Sentinel Metrics

LLM-Oasis

updated Aug 8

A blazing fast and lightweight Information Extraction model for Entity Linking and Relation Extraction.

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ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget

Paper • 2408.00103 • Published Jul 31 • 15
Running on Zero

41

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Information Extraction
sapienzanlp/relik-entity-linking-large

Updated Aug 7 • 519 • 6

Note Pretrained configuration of ReLiK-large for Entity Linking
sapienzanlp/relik-entity-linking-base

Updated Aug 7 • 84 • 1

Note Pretrained configuration for ReLiK-base for Entity Linking
sapienzanlp/relik-entity-linking-small

Updated Aug 7 • 272 • 2
relik-ie/relik-relation-extraction-small

Updated Aug 7 • 1.22k • 1

Note Pretrained configuration for ReLiK-small for Relation Extraction.
relik-ie/relik-cie-small

Updated Aug 8 • 528 • 5

Note Pretrained configuration for ReLiK-small for Relation Extraction and Entity Linking (aka closed Information Extraction). It will load one Retriever per task, and a shared Reader.
relik-ie/relik-cie-tiny

Updated Aug 8 • 64 • 1

Note Note Pretrained configuration for ReLiK-tiny for Relation Extraction and Entity Linking (aka closed Information Extraction). It will load one Retriever (both small) per task, and a shared Reader (small).
sapienzanlp/relik-relation-extraction-nyt-large

Updated Aug 7 • 239 • 3

Note Pretrained configuration for ReLiK-large for Relation Extraction trained on the NYT corpus
sapienzanlp/relik-retriever-e5-base-v2-aida-blink-encoder

Feature Extraction • Updated Aug 2 • 1.01k

Note Retriever Encoder fine-tuned on AIDA for Entity Linking
sapienzanlp/relik-retriever-e5-base-v2-aida-blink-wikipedia-index

Updated Aug 2 • 463

Note Wikipedia index computed with sapienzanlp/relik-retriever-e5-base-v2-aida-blink-encoder
sapienzanlp/relik-retriever-e5-base-v2-aida-blink-wikipedia-faiss-flat-index

Updated Aug 2 • 2

Note Wikipedia FAISS index computed with sapienzanlp/relik-retriever-e5-base-v2-aida-blink-encoder
sapienzanlp/relik-reader-deberta-v3-large-aida

Feature Extraction • Updated Aug 2 • 617 • 1

Note Entity Linking pretrained Large Reader Encoder
sapienzanlp/relik-reader-deberta-v3-base-aida

Feature Extraction • Updated Aug 5 • 580

Note Entity Linking pretrained Base Reader Encoder
sapienzanlp/relik-retriever-e5-base-v2-blink-first1M-encoder

Feature Extraction • Updated Aug 2 • 4

Note Retriever Encoder pretrained on BLINK
sapienzanlp/relik-reader-deberta-v3-large-nyt

Feature Extraction • Updated Aug 2 • 413

Note Relation Extraction pretrained Large Reader Encoder
sapienzanlp/relik-retriever-small-nyt-document-index

Updated Aug 2 • 229

Note Wikipedia index computed with sapienzanlp/relik-retriever-small-nyt-question-encoder
sapienzanlp/relik-retriever-small-nyt-question-encoder

Feature Extraction • Updated Aug 2 • 416

Note Retriever Encoder fine-tuned on NYT
sapienzanlp/relik-retriever-e5-base-v2-aida-blink-wikipedia-2Mpopular-index

Updated Aug 2 • 40

Note Wikipedia index computed with 2M entities filtered by popularity with sapienzanlp/relik-retriever-e5-base-v2-aida-blink-encoder. Can be used instead of sapienzanlp/relik-retriever-e5-base-v2-aida-blink-wikipedia-index for more lightweight inference and up to date Wikipedia titles, if performance on GERBIL is not the main objective.
sapienzanlp/relik-retriever-e5-base-v2-aida-blink-wikipedia-index-updated

Updated Aug 2 • 50

Note Wikipedia index computed with sapienzanlp/relik-retriever-e5-base-v2-aida-blink-encoder. Can be used instead of sapienzanlp/relik-retriever-e5-base-v2-aida-blink-wikipedia-index for more up to date Wikipedia titles, if performance on GERBIL is not the main objective.

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