{"total":31,"rows":[{"id":"2405.16884","title":"Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching","created":"2024-05-27","cited_by_count":32,"area":null},{"id":"2310.11244","title":"Entity Matching using Large Language Models","created":"2023-10-17","cited_by_count":31,"area":null},{"id":"2305.03423","title":"Using ChatGPT for Entity Matching","created":"2023-05-05","cited_by_count":22,"area":null},{"id":"2301.09521","title":"WDC Products: A Multi-Dimensional Entity Matching Benchmark","created":"2023-01-23","cited_by_count":17,"area":null},{"id":"2409.08185","title":"Fine-tuning Large Language Models for Entity Matching","created":"2024-09-12","cited_by_count":16,"area":null},{"id":"2302.11509","title":"Construction of Knowledge Graphs: State and Challenges","created":"2023-02-22","cited_by_count":12,"area":null},{"id":"2104.03986","title":"Deep Indexed Active Learning for Matching Heterogeneous Entity Representations","created":"2021-04-08","cited_by_count":9,"area":null},{"id":"2204.09244","title":"DAME: Domain Adaptation for Matching Entities","created":"2022-04-20","cited_by_count":9,"area":null},{"id":"2307.02726","title":"Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching","created":"2023-07-06","cited_by_count":9,"area":null},{"id":"2310.01765","title":"Data Cleaning and Machine Learning: A Systematic Literature Review","created":"2023-10-03","cited_by_count":9,"area":null},{"id":"2410.12480","title":"KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs","created":"2024-10-16","cited_by_count":8,"area":null},{"id":"2303.03132","title":"SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines","created":"2023-03-06","cited_by_count":6,"area":null},{"id":"2307.01231","title":"A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms","created":"2023-07-03","cited_by_count":4,"area":null},{"id":"2309.00789","title":"LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models","created":"2023-09-02","cited_by_count":4,"area":null},{"id":"2110.00516","title":"LEMON: Explainable Entity Matching","created":"2021-10-01","cited_by_count":2,"area":null},{"id":"2303.05391","title":"Disambiguation of Company names via Deep Recurrent Networks","created":"2023-03-07","cited_by_count":2,"area":null},{"id":"2309.17164","title":"Retail-786k: a Large-Scale Dataset for Visual Entity Matching","created":"2023-09-29","cited_by_count":2,"area":null},{"id":"2601.17218","title":"Evaluation on Entity Matching in Recommender Systems","created":"2026-01-23","cited_by_count":2,"area":null},{"id":"2211.00311","title":"Entity Matching by Pool-based Active Learning","created":"2022-11-01","cited_by_count":1,"area":null},{"id":"2307.13219","title":"A Primer on the Data Cleaning Pipeline","created":"2023-07-25","cited_by_count":1,"area":null},{"id":"2403.17344","title":"Disambiguate Entity Matching using Large Language Models through Relation Discovery","created":"2024-03-26","cited_by_count":1,"area":null},{"id":"2404.14831","title":"Towards Universal Dense Blocking for Entity Resolution","created":"2024-04-23","cited_by_count":1,"area":null},{"id":"2609.01195","title":"CaRL-EM: Cost-Aware Reinforcement Learning for Entity Matching with LLMs","created":"2026-09-01","cited_by_count":1,"area":null},{"id":"2203.12978","title":"Effective Explanations for Entity Resolution Models","created":"2022-03-24","cited_by_count":0,"area":null},{"id":"2312.15835","title":"ShallowBlocker: Improving Set Similarity Joins for Blocking","created":"2023-12-26","cited_by_count":0,"area":null},{"id":"2405.04820","title":"APrompt4EM: Augmented Prompt Tuning for Generalized Entity Matching","created":"2024-05-08","cited_by_count":0,"area":null},{"id":"2509.17470","title":"Transformer-Gather, Fuzzy-Reconsider: A Scalable Hybrid Framework for Entity Resolution","created":"2025-09-22","cited_by_count":0,"area":null},{"id":"2603.11051","title":"OpenSanctions Pairs: Large-Scale Entity Matching with LLMs","created":"2026-02-24","cited_by_count":0,"area":null},{"id":"2607.24688","title":"Beyond Scale and Generation: Understanding Language Model-based Entity Matching","created":"2026-07-27","cited_by_count":0,"area":null},{"id":"2609.04269","title":"Corporate-Family Resolution Is Not a String-Matching Problem: A Public Benchmark Stratified by Name Visibility","created":"2026-09-02","cited_by_count":0,"area":null},{"id":"2609.37713","title":"Billiger.de Products: A Bilingual Entity Matching Benchmark","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}