attribute extraction

29 papers

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Co-occurring keywords

information extraction (1071) named entity recognition (2801) generative model (2889) product attribute (9) multimodal learning (4622) text generation (2903) question answering (2904) attribute value extraction (18) large language model (12755) domain adaptation (4578)

Papers

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

PRAISE: Enhancing Product Descriptions with LLM-Driven Structured Insights ACL 2025

Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification EMNLP 2025

GAVEL: Generative Attribute-Value Extraction Using LLMs on LLM-Augmented Datasets NAACL 2025

Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes EACL 2024

Extraction of interpretable and shared speaker-specific speech attributes through binary auto-encoder INTERSPEECH 2024

EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction EMNLP 2024

Explicit Attribute Extraction in e-Commerce Search COLING 2024

Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task ACL 2023

PAED: Zero-Shot Persona Attribute Extraction in Dialogues ACL 2023

Large Scale Generative Multimodal Attribute Extraction for E-commerce Attributes 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

MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction ACL 2023

AtTGen: Attribute Tree Generation for Real-World Attribute Joint Extraction ACL 2023

Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach ACL 2023

NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge EMNLP 2022

Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction ACL 2022

Product Titles-to-Attributes As a Text-to-Text Task ACL 2022

Extracting and Inferring Personal Attributes from Dialogue ACL 2022

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

LATEX-Numeric: Language Agnostic Text Attribute Extraction for Numeric Attributes NAACL 2021

Semi-Open Attribute Extraction from Chinese Functional Description Text ACML 2021