Prompting as Probing: Using Language Models for Knowledge Base Construction

23 August 2022

Dimitrios Alivanistos

Selene Báez Santamaría

Michael Cochez

Jan-Christoph Kalo

Emile van Krieken

Thiviyan Thanapalasingam

KELM

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Papers citing "Prompting as Probing: Using Language Models for Knowledge Base Construction"

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Title
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question Answering Nathaniel Weir Bhavana Dalvi Mishra Orion Weller Oyvind Tafjord Sam Hornstein Alexander Sabol Peter Alexander Jansen Benjamin Van Durme Peter Clark LRM KELM 210 0 0 23 Dec 2024
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token Roi Cohen Konstantin Dobler Eden Biran Gerard de Melo 101 3 0 09 Dec 2024
Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning Maxime Méloux Christophe Cerisara KELM CLL 41 0 0 30 Aug 2024
Project SHADOW: Symbolic Higher-order Associative Deductive reasoning On Wikidata using LM probing Hanna Abi Akl BDL 53 0 0 27 Aug 2024
Large Scale Knowledge Washing Yu Wang Ruihan Wu Zexue He Xinyu Chen Julian McAuley MU KELM 77 5 0 26 May 2024
Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models Bradley Paul Allen Paul T. Groth 34 3 0 25 Apr 2024
Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation Yijiang Li Sucheng Ren Weipeng Deng Yuzhi Xu Ying Gao Edith C.H. Ngai Haohan Wang OOD 51 1 0 08 Mar 2024
Textual Entailment for Effective Triple Validation in Object Prediction Andrés García-Silva Cristian Berrío José Manuél Gómez-Pérez KELM 32 1 0 29 Jan 2024
Evaluating the Knowledge Base Completion Potential of GPT Blerta Veseli Simon Razniewski Jan-Christoph Kalo Gerhard Weikum KELM ELM 37 7 0 23 Oct 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization Ningyu Xu Qi Zhang Jingting Ye Menghan Zhang Xuanjing Huang 41 4 0 19 Oct 2023
Knowledge Engineering using Large Language Models Bradley Paul Allen Lise Stork Paul T. Groth 28 24 0 01 Oct 2023
RelBERT: Embedding Relations with Language Models Asahi Ushio Jose Camacho-Collados Steven Schockaert KELM 26 1 0 30 Sep 2023
Towards Ontology Construction with Language Models Maurice Funk Simon Hosemann J. C. Jung Carsten Lutz LRM 34 32 0 18 Sep 2023
Using Large Language Models for Knowledge Engineering (LLMKE): A Case Study on Wikidata Bohui Zhang Ioannis Reklos Nitisha Jain Albert Meroño-Peñuela Elena Simperl 21 8 0 15 Sep 2023
Rethinking Language Models as Symbolic Knowledge Graphs Vishwas Mruthyunjaya Pouya Pezeshkpour Estevam R. Hruschka Nikita Bhutani ELM ALM 26 10 0 25 Aug 2023
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language Models Anmol Nayak Hariprasad Timmapathini 24 4 0 25 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 35 73 0 11 Aug 2023
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text Nandana Mihindukulasooriya Sanju Tiwari Carlos F. Enguix K. Lata 36 53 0 04 Aug 2023
Extracting Multi-valued Relations from Language Models Sneha Singhania Simon Razniewski Gerhard Weikum KELM 36 4 0 06 Jul 2023
LM vs LM: Detecting Factual Errors via Cross Examination Roi Cohen May Hamri Mor Geva Amir Globerson HILM 46 120 0 22 May 2023
Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey Simon Razniewski Hiba Arnaout Shrestha Ghosh Fabian M. Suchanek 59 9 0 09 May 2023
Crawling the Internal Knowledge-Base of Language Models Roi Cohen Mor Geva Jonathan Berant Amir Globerson 194 77 0 30 Jan 2023
Prompting Language Models for Linguistic Structure Terra Blevins Hila Gonen Luke Zettlemoyer LRM 35 40 0 15 Nov 2022
Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction Michiel van der Meer Myrthe Reuver Urja Khurana Lea Krause Selene Báez Santamaría 48 14 0 19 Sep 2022
Task-specific Pre-training and Prompt Decomposition for Knowledge Graph Population with Language Models Tianyi Li Wenyu Huang Nikos Papasarantopoulos Pavlos Vougiouklis Jeff Z. Pan 19 13 0 26 Aug 2022
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations Jaehun Jung Lianhui Qin Sean Welleck Faeze Brahman Chandra Bhagavatula Ronan Le Bras Yejin Choi ReLM LRM 229 190 0 24 May 2022
Can Language Models be Biomedical Knowledge Bases? Mujeen Sung Jinhyuk Lee Sean S. Yi Minji Jeon Sungdong Kim Jaewoo Kang AI4MH 128 105 0 15 Sep 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 458 2,592 0 03 Sep 2019