Evaluating the Knowledge Base Completion Potential of GPT

Evaluating the Knowledge Base Completion Potential of GPT

23 October 2023

Simon Razniewski

Jan-Christoph Kalo

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Papers citing "Evaluating the Knowledge Base Completion Potential of GPT"

14 / 14 papers shown

Title
Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents Sneha Singhania Simon Razniewski Gerhard Weikum RALM 112 1 0 04 May 2024
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? Kai Sun Yongjun Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 110 148 0 20 Aug 2023
Extracting Multi-valued Relations from Language Models Sneha Singhania Simon Razniewski Gerhard Weikum KELM 69 4 0 06 Jul 2023
Evaluating Language Models for Knowledge Base Completion Blerta Veseli Sneha Singhania Simon Razniewski Gerhard Weikum ALM 70 21 0 20 Mar 2023
Prompting as Probing: Using Language Models for Knowledge Base Construction Dimitrios Alivanistos Selene Báez Santamaría Michael Cochez Jan-Christoph Kalo Emile van Krieken Thiviyan Thanapalasingam KELM 74 48 0 23 Aug 2022
Editing Factual Knowledge in Language Models Nicola De Cao Wilker Aziz Ivan Titov KELM 130 513 0 16 Apr 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 331 370 0 01 Feb 2021
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig UQCV 60 437 0 02 Dec 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 119 127 0 24 Sep 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 66 123 0 16 Sep 2020
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries Benjamin Heinzerling Kentaro Inui KELM 66 133 0 20 Aug 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 138 897 0 10 Feb 2020
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT Nina Poerner Ulli Waltinger Hinrich Schütze 118 160 0 09 Nov 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 587 2,680 0 03 Sep 2019

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