A Knowledge Engineering Primer

26 May 2023

Papers citing "A Knowledge Engineering Primer"

30 / 30 papers shown

Title
UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models Zhuoyang Li Liran Deng Hui Liu Qiaoqiao Liu Junzhao Du RALM 62 4 0 04 Jun 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? Zorik Gekhman G. Yona Roee Aharoni Matan Eyal Amir Feder Roi Reichart Jonathan Herzig 102 130 0 09 May 2024
LLMs in Biomedicine: A study on clinical Named Entity Recognition Masoud Monajatipoor Jiaxin Yang Joel Stremmel Melika Emami Fazlolah Mohaghegh Mozhdeh Rouhsedaghat Kai-Wei Chang LM&MA 45 17 0 10 Apr 2024
From human experts to machines: An LLM supported approach to ontology and knowledge graph construction Vamsi Krishna Kommineni B. König-Ries Sheeba Samuel 66 41 0 13 Mar 2024
Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation Bin Zhang Yuxiao Ye Guoqing Du Xiaoru Hu Zhishuai Li Sun Yang Chi Harold Liu Rui Zhao Ziyue Li Hangyu Mao LMTD 69 33 0 05 Mar 2024
Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion Ruilin Luo Tianle Gu Haoling Li Junzhe Li Zicheng Lin Jiayi Li Yujiu Yang AI4CE 87 9 0 11 Jan 2024
On Leveraging Large Language Models for Enhancing Entity Resolution Huahang Li Longyu Feng Shuangyin Li Fei Hao C. Zhang Yuanfeng Song Lei Chen 49 3 0 07 Jan 2024
HALO: An Ontology for Representing and Categorizing Hallucinations in Large Language Models Navapat Nananukul Mayank Kejriwal HILM 54 3 0 08 Dec 2023
Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting Xinyan Guan Yanjiang Liu Hongyu Lin Yaojie Lu Xianpei Han Xianpei Han Le Sun HILM KELM 64 73 0 22 Nov 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 61 89 0 14 Nov 2023
Cost-Efficient Prompt Engineering for Unsupervised Entity Resolution Navapat Nananukul Khanin Sisaengsuwanchai Mayank Kejriwal 60 5 0 09 Oct 2023
Augmenting LLMs with Knowledge: A survey on hallucination prevention Shaocong Long Lizhuang Ma KELM RALM HILM 37 17 0 28 Sep 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yuan Liu Bing Qin Ting Liu LRM AI4CE 75 169 0 27 Sep 2023
Named Entity Resolution in Personal Knowledge Graphs Mayank Kejriwal 60 2 0 22 Jul 2023
SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended) Ruoxi Sun Sercan O. Arik Alex Muzio Lesly Miculicich S. Gundabathula ... Hanjun Dai Hootan Nakhost Rajarishi Sinha Zifeng Wang Tomas Pfister 63 33 0 26 May 2023
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective Guhao Feng Bohang Zhang Yuntian Gu Haotian Ye Di He Liwei Wang LRM 86 246 0 24 May 2023
GPT-NER: Named Entity Recognition via Large Language Models Shuhe Wang Xiaofei Sun Xiaoya Li Rongbin Ouyang Leilei Gan Tianwei Zhang Jiwei Li Guoyin Wang 72 192 0 20 Apr 2023
Can Foundation Models Wrangle Your Data? A. Narayan Ines Chami Laurel J. Orr Simran Arora Christopher Ré LMTD AI4CE 226 220 0 20 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 516 3,625 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 808 9,351 0 28 Jan 2022
Fixpoint Semantics for Recursive SHACL B. Bogaerts Maxim Jakubowski 26 13 0 17 Sep 2021
A Study of the Quality of Wikidata K. Shenoy Filip Ilievski D. Garijo D. Schwabe Pedro A. Szekely 68 76 0 01 Jul 2021
Neural Entity Linking: A Survey of Models Based on Deep Learning Ozge Sevgili Artem Shelmanov Mikhail V. Arkhipov Alexander Panchenko Christian Biemann VLM 3DV AI4TS 75 121 0 31 May 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 743 41,932 0 28 May 2020
PIQA: Reasoning about Physical Commonsense in Natural Language Yonatan Bisk Rowan Zellers Ronan Le Bras Jianfeng Gao Yejin Choi OOD LRM 142 1,792 0 26 Nov 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 571 2,664 0 03 Sep 2019
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation Tarek R. Besold Artur Garcez Sebastian Bader Howard L. Bowman Pedro M. Domingos ... P. Lima L. Penning Gadi Pinkas Hoifung Poon Gerson Zaverucha LRM AI4CE 68 344 0 10 Nov 2017
Supervised Typing of Big Graphs using Semantic Embeddings Mayank Kejriwal Pedro A. Szekely 33 15 0 22 Mar 2017
Information Extraction in Illicit Domains Mayank Kejriwal Pedro A. Szekely 40 35 0 09 Mar 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 196 2,896 0 12 Dec 2016