{"total":28,"rows":[{"id":"2112.08663","title":"MAVE: A Product Dataset for Multi-source Attribute Value Extraction","created":"2021-12-16","cited_by_count":53,"area":null},{"id":"2403.00863","title":"LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction","created":"2024-02-29","cited_by_count":39,"area":null},{"id":"2402.07386","title":"Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples","created":"2024-02-12","cited_by_count":24,"area":null},{"id":"2211.08316","title":"FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery","created":"2022-11-15","cited_by_count":23,"area":null},{"id":"2101.01896","title":"Taxonomy Completion via Triplet Matching Network","created":"2021-01-06","cited_by_count":21,"area":null},{"id":"2106.04630","title":"PAM: Understanding Product Images in Cross Product Category Attribute Extraction","created":"2021-06-08","cited_by_count":18,"area":null},{"id":"2101.11268","title":"Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion","created":"2021-01-27","cited_by_count":13,"area":null},{"id":"2209.15214","title":"Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph","created":"2022-09-30","cited_by_count":13,"area":null},{"id":"2206.14264","title":"Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction","created":"2022-06-28","cited_by_count":12,"area":null},{"id":"2306.05605","title":"A Unified Generative Approach to Product Attribute-Value Identification","created":"2023-06-09","cited_by_count":10,"area":null},{"id":"2308.14217","title":"Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact","created":"2023-08-27","cited_by_count":10,"area":null},{"id":"2209.07569","title":"FlexER: Flexible Entity Resolution for Multiple Intents","created":"2022-08-23","cited_by_count":6,"area":null},{"id":"2501.03835","title":"TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification","created":"2025-01-07","cited_by_count":6,"area":null},{"id":"2207.01402","title":"Using contextual sentence analysis models to recognize ESG concepts","created":"2022-07-04","cited_by_count":5,"area":null},{"id":"2505.13282","title":"Rank, Chunk and Expand: Lineage-Oriented Reasoning for Taxonomy Expansion","created":"2025-05-19","cited_by_count":5,"area":null},{"id":"2203.14921","title":"Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision","created":"2022-03-28","cited_by_count":4,"area":null},{"id":"2205.13434","title":"Jointly Learning Span Extraction and Sequence Labeling for Information Extraction from Business Documents","created":"2022-05-26","cited_by_count":4,"area":null},{"id":"2402.13623","title":"FLAME: Self-Supervised Low-Resource Taxonomy Expansion using Large Language Models","created":"2024-02-21","cited_by_count":4,"area":null},{"id":"2105.10966","title":"Automatic Product Ontology Extraction from Textual Reviews","created":"2021-05-23","cited_by_count":2,"area":null},{"id":"2208.07130","title":"Exploring Generative Models for Joint Attribute Value Extraction from Product Titles","created":"2022-08-15","cited_by_count":2,"area":null},{"id":"2306.01016","title":"PV2TEA: Patching Visual Modality to Textual-Established Information Extraction","created":"2023-06-01","cited_by_count":2,"area":null},{"id":"2310.07137","title":"AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction","created":"2023-10-11","cited_by_count":2,"area":null},{"id":"2303.14480","title":"GANTEE: Generative Adversatial Network for Taxonomy Entering Evaluation","created":"2023-03-25","cited_by_count":1,"area":null},{"id":"2305.16341","title":"TaxoKnow: Taxonomy as Prior Knowledge in the Loss Function of Multi-class Classification","created":"2023-05-24","cited_by_count":1,"area":null},{"id":"2311.04196","title":"JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction","created":"2023-11-07","cited_by_count":1,"area":null},{"id":"2306.06190","title":"$FastDoc$: Domain-Specific Fast Continual Pre-training Technique using Document-Level Metadata and Taxonomy","created":"2023-06-09","cited_by_count":0,"area":null},{"id":"2403.17914","title":"Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports","created":"2024-03-26","cited_by_count":0,"area":null},{"id":"2604.27410","title":"From Unstructured to Structured: LLM-Guided Attribute Graphs for Entity Search and Ranking","created":"2026-04-30","cited_by_count":0,"area":null}],"next_cursor":null}