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KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs

16 October 2024

Papers citing "KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs"

20 / 20 papers shown

Title
Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching Tianshu Wang Xiaoyang Chen Hongyu Lin Xuanang Chen Xianpei Han Hao Wang Zhenyu Zeng Le Sun 88 10 0 27 May 2024
ReMatch: Retrieval Enhanced Schema Matching with LLMs Eitam Sheetrit Menachem Brief Moshik Mishaeli Oren Elisha 155 14 0 03 Mar 2024
The Power of Noise: Redefining Retrieval for RAG Systems Florin Cuconasu Giovanni Trappolini F. Siciliano Simone Filice Cesare Campagnano Y. Maarek Nicola Tonellotto Fabrizio Silvestri RALM 120 180 0 26 Jan 2024
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 245 1,821 1 18 Dec 2023
Jellyfish: A Large Language Model for Data Preprocessing Haochen Zhang Yuyang Dong Chuan Xiao Masafumi Oyamada 103 27 0 04 Dec 2023
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models Wenhao Yu Hongming Zhang Xiaoman Pan Kaixin Ma Hongwei Wang Dong Yu KELM RALM LRM 120 115 0 15 Nov 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 270 781 0 17 Oct 2023
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation Fangyuan Xu Weijia Shi Eunsol Choi RALM 97 165 0 06 Oct 2023
A Survey of Hallucination in Large Foundation Models Vipula Rawte A. Sheth Amitava Das HILM LRM 201 386 0 12 Sep 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy Zhihong Shao Yeyun Gong Yelong Shen Minlie Huang Nan Duan Weizhu Chen RALM LRM KELM 106 261 0 24 May 2023
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis [Experiment, Analysis & Benchmark] Alexandros Zeakis G. Papadakis Dimitrios Skoutas Manolis Koubarakis 61 39 0 24 Apr 2023
REPLUG: Retrieval-Augmented Black-Box Language Models Weijia Shi Sewon Min Michihiro Yasunaga Minjoon Seo Rich James M. Lewis Luke Zettlemoyer Wen-tau Yih RALM VLM KELM 165 643 0 30 Jan 2023
Can Foundation Models Wrangle Your Data? A. Narayan Ines Chami Laurel J. Orr Simran Arora Christopher Ré LMTD AI4CE 231 229 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 554 3,737 0 21 Mar 2022
Neural Networks for Entity Matching: A Survey Nils Barlaug J. Gulla 130 95 0 21 Oct 2020
Deep Entity Matching with Pre-Trained Language Models Yuliang Li Jinfeng Li Yoshihiko Suhara A. Doan W. Tan VLM 103 388 0 01 Apr 2020
Low-resource Deep Entity Resolution with Transfer and Active Learning Jungo Kasai Kun Qian Sairam Gurajada Yunyao Li Lucian Popa 80 139 0 17 Jun 2019
MedMentions: A Large Biomedical Corpus Annotated with UMLS Concepts Sunil Mohan Donghui Li 91 154 0 25 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Reuse and Adaptation for Entity Resolution through Transfer Learning Saravanan Thirumuruganathan Shameem Puthiya Parambath M. Ouzzani Nan Tang Shafiq Joty 73 40 0 28 Sep 2018