attribute value extraction

Evaluating Structured Output Robustness of Small Language Models for Open Attribute-Value Extraction from Clinical Notes ACL 2025 MICE: Mixture of Image Captioning Experts Augmented e-Commerce Product Attribute Value Extraction ACL 2025 EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM NAACL 2024 ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction ACL 2024 Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products ACL 2024 CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction ACL 2023 Knowledge-Selective Pretraining for Attribute Value Extraction EMNLP 2023 Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task ACL 2023 PV2TEA: Patching Visual Modality to Textual-Established Information Extraction ACL 2023 Ask-and-Verify: Span Candidate Generation and Verification for Attribute Value Extraction EMNLP 2022 Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction ACL 2022 Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction EMNLP 2022 SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction EMNLP 2022 Attribute Value Generation from Product Title using Language Models ACL 2021 Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction ACL 2021 Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning EMNLP 2020 Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title ACL 2019