attribute extraction

Adapting Vision-Language Models for E-commerce Understanding at Scale EACL 2026 Endowing Vision-Language Models with System 2 Thinking for Fine-grained Visual Recognition AAAI 2026 GAVEL: Generative Attribute-Value Extraction Using LLMs on LLM-Augmented Datasets NAACL 2025 Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification EMNLP 2025 PRAISE: Enhancing Product Descriptions with LLM-Driven Structured Insights ACL 2025 Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes EACL 2024 Democratizing Fine-grained Visual Recognition with Large Language Models ICLR 2024 EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction EMNLP 2024 Explicit Attribute Extraction in e-Commerce Search COLING 2024 Extraction of interpretable and shared speaker-specific speech attributes through binary auto-encoder Interspeech 2024 AtTGen: Attribute Tree Generation for Real-World Attribute Joint Extraction ACL 2023 A Unified Generative Approach to Product Attribute-Value Identification ACL 2023 AVEN-GR: Attribute Value Extraction and Normalization using product GRaphs ACL 2023 Large Scale Generative Multimodal Attribute Extraction for E-commerce Attributes ACL 2023 MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction ACL 2023 PAED: Zero-Shot Persona Attribute Extraction in Dialogues ACL 2023 Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task ACL 2023 Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach ACL 2023 Data Quality Estimation Framework for Faster Tax Code Classification ACL 2022 DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population EMNLP 2022 Extracting and Inferring Personal Attributes from Dialogue ACL 2022 NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge EMNLP 2022 Product Titles-to-Attributes As a Text-to-Text Task ACL 2022 Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction ACL 2022 Attribute Value Generation from Product Title using Language Models ACL 2021