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KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs
16 October 2024
Yongqin Xu
Huan Li
Ke Chen
Lidan Shou
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Papers citing
"KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs"
24 / 24 papers shown
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
Yizhang Zhu
Liangwei Wang
Chenyu Yang
Xiaotian Lin
Boyan Li
...
Shaolei Zhang
Y. Zhang
Xuanhe Zhou
Guoliang Li
Yuyu Luo
AI4TS
180
1
0
27 Oct 2025
Empowering Tabular Data Preparation with Language Models: Why and How?
M. Ben-Chen
Yuxiang Sun
Tengchao Li
Jianwei Wang
Kai Wang
Xuemin Lin
Ying Zhang
Wenjie Zhang
LMTD
108
1
0
03 Aug 2025
Semantic-Aware Parsing for Security Logs
Julien Piet
Vivian Fang
Rishi Khare
Scott Coull
V. Paxson
Raluca A. Popa
D. Wagner
140
0
0
20 Jun 2025
Towards Scalable Schema Mapping using Large Language Models
Christopher Buss
Mahdis Safari
Arash Termehchy
Stefan Lee
David Maier
148
4
0
30 May 2025
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
205
28
0
27 May 2024
ReMatch: Retrieval Enhanced Schema Matching with LLMs
Eitam Sheetrit
Menachem Brief
Moshik Mishaeli
Oren Elisha
317
26
0
03 Mar 2024
The Power of Noise: Redefining Retrieval for RAG Systems
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2024
Florin Cuconasu
Giovanni Trappolini
F. Siciliano
Simone Filice
Cesare Campagnano
Y. Maarek
Nicola Tonellotto
Fabrizio Silvestri
RALM
580
303
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
1.2K
2,675
1
18 Dec 2023
Jellyfish: A Large Language Model for Data Preprocessing
Haochen Zhang
Yuyang Dong
Chuan Xiao
Masafumi Oyamada
508
36
0
04 Dec 2023
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Wenhao Yu
Hongming Zhang
Xiaoman Pan
Kaixin Ma
Hongwei Wang
Dong Yu
KELM
RALM
LRM
258
165
0
15 Nov 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
International Conference on Learning Representations (ICLR), 2023
Akari Asai
Zeqiu Wu
Yizhong Wang
Avirup Sil
Hannaneh Hajishirzi
RALM
601
1,312
0
17 Oct 2023
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation
Fangyuan Xu
Weijia Shi
Eunsol Choi
RALM
317
217
0
06 Oct 2023
A Survey of Hallucination in Large Foundation Models
Vipula Rawte
A. Sheth
Amitava Das
HILM
LRM
379
508
0
12 Sep 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zhihong Shao
Yeyun Gong
Yelong Shen
Shiyu Huang
Nan Duan
Weizhu Chen
RALM
LRM
KELM
277
379
0
24 May 2023
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis [Experiment, Analysis & Benchmark]
Proceedings of the VLDB Endowment (PVLDB), 2023
Alexandros Zeakis
G. Papadakis
Dimitrios Skoutas
Manolis Koubarakis
195
56
0
24 Apr 2023
REPLUG: Retrieval-Augmented Black-Box Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Weijia Shi
Sewon Min
Michihiro Yasunaga
Minjoon Seo
Rich James
M. Lewis
Luke Zettlemoyer
Anuj Kumar
RALM
VLM
KELM
659
844
0
30 Jan 2023
Can Foundation Models Wrangle Your Data?
Proceedings of the VLDB Endowment (PVLDB), 2022
A. Narayan
Ines Chami
Laurel J. Orr
Simran Arora
Christopher Ré
LMTD
AI4CE
450
283
0
20 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models
International Conference on Learning Representations (ICLR), 2022
Xuezhi Wang
Jason W. Wei
Dale Schuurmans
Quoc Le
Ed H. Chi
Sharan Narang
Aakanksha Chowdhery
Denny Zhou
ReLM
BDL
LRM
AI4CE
2.5K
5,465
0
21 Mar 2022
Neural Networks for Entity Matching: A Survey
Nils Barlaug
J. Gulla
269
119
0
21 Oct 2020
Deep Entity Matching with Pre-Trained Language Models
Proceedings of the VLDB Endowment (PVLDB), 2020
Yuliang Li
Jinfeng Li
Yoshihiko Suhara
A. Doan
W. Tan
VLM
298
442
0
01 Apr 2020
Low-resource Deep Entity Resolution with Transfer and Active Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Jungo Kasai
Kun Qian
Sairam Gurajada
Yunyao Li
Yatin Nandwani
175
146
0
17 Jun 2019
MedMentions: A Large Biomedical Corpus Annotated with UMLS Concepts
Sunil Mohan
Donghui Li
170
173
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
2.9K
107,926
0
11 Oct 2018
Reuse and Adaptation for Entity Resolution through Transfer Learning
Saravanan Thirumuruganathan
Shameem Puthiya Parambath
M. Ouzzani
Nan Tang
Shafiq Joty
145
40
0
28 Sep 2018
1
![Pre-trained Embeddings for Entity Resolution: An Experimental Analysis
[Experiment, Analysis & Benchmark]](/_next/image?url=https%3A%2F%2Fcdn.parameterlab.de%2Fpapers%2F2304.12329%2Fpages%2Fpage-1-q80d300.jpg&w=256&q=75)
