Search Results for author: Sneha Singhania

Found 5 papers, 3 papers with code

Extracting Multi-valued Relations from Language Models

1 code implementation6 Jul 2023 Sneha Singhania, Simon Razniewski, Gerhard Weikum

The widespread usage of latent language representations via pre-trained language models (LMs) suggests that they are a promising source of structured knowledge.

Relation slot-filling +1

Evaluating Language Models for Knowledge Base Completion

1 code implementation20 Mar 2023 Blerta Veseli, Sneha Singhania, Simon Razniewski, Gerhard Weikum

In a second step, we perform a human evaluation on predictions that are not yet in the KB, as only this provides real insights into the added value over existing KBs.

Knowledge Base Completion

Predicting Document Coverage for Relation Extraction

no code implementations26 Nov 2021 Sneha Singhania, Simon Razniewski, Gerhard Weikum

We employ methods combining features with statistical models like TF-IDF and language models like BERT.

Information Retrieval Relation +2

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