Cover Image

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ding, Wenxuan, Wang, Weiqi, Kwok, Sze Heng Douglas, Liu, Minghao, Fang, Tianqing, Bai, Jiaxin, Liu, Xin, Yu, Changlong, Li, Zheng, Luo, Chen, Yin, Qingyu, Yin, Bing, He, Junxian, Song, Yangqiu
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding
by: Xu, Baixuan, et al.
Published: (2024)

EcomEdit: An Automated E-commerce Knowledge Editing Framework for Enhanced Product and Purchase Intention Understanding
by: Lau, Ching Ming Samuel, et al.
Published: (2024)

Understanding Inter-Session Intentions via Complex Logical Reasoning
by: Bai, Jiaxin, et al.
Published: (2023)

SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding
by: Yang, Yuqi, et al.
Published: (2025)

EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association
by: Wang, Weiqi, et al.
Published: (2025)

Intention Knowledge Graph Construction for User Intention Relation Modeling
by: Bai, Jiaxin, et al.
Published: (2024)

MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset
by: Wang, Weiqi, et al.
Published: (2024)

The Impact of Testimonials on Purchase Intentions in a Mock E-commerce Web Site
by: Avishag Spillinger
Published: (2012)

KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
by: Zheng, Tianshi, et al.
Published: (2024)

AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph
by: Wang, Zhaowei, et al.
Published: (2023)

Towards Subgraph Isomorphism Counting with Graph Kernels
by: Liu, Xin, et al.
Published: (2024)

How Social Support Motivates Trust and Purchase Intentions in Mobile Social Commerce
by: Yong Liu
Published: (2019)

The Effect of Companies' Communication About Blockchain Adoption on Consumer Purchase Intention
by: Yuejun Liu, et al.
Published: (2026)

Who's the Mole? Modeling and Detecting Intention-Hiding Malicious Agents in LLM-Based Multi-Agent Systems
by: Xie, Yizhe, et al.
Published: (2025)

Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization
by: He, Mutian, et al.
Published: (2022)

ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning
by: Zhang, Liyu, et al.
Published: (2024)

IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems
by: Zhang, Xinjie, et al.
Published: (2025)

The Impact of Augmented Reality (AR) on the Purchase Intention for Furniture Purchases in E-Commerce
by: Honggo, Devin, et al.
Published: (2025)

Smile or Not Smile: The Effect of Virtual Influencers' Emotional Expression on Brand Authenticity, Purchase Intention and Follow Intention
by: Kan Jiang, et al.
Published: (2024)

On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions
by: Wang, Weiqi, et al.
Published: (2024)

Improving Language Models with Intentional Analysis
by: Yin, Yuwei, et al.
Published: (2025)

Power of Social Media Influencers on Consumer's Purchase Intention in Pakistan
by: Dr. Mohammad Ali, et al.
Published: (2025)

Social Media Influencer Marketing and Purchase Intention in Gen-Z
by: Dr. Prashant Kumar
Published: (2025)

Social Commerce Purchase Intention: The Salience of Consumer‐To‐Consumer Interactions
by: Johakim Katekele John, et al.
Published: (2025)

The Role of Parasocial Interaction on Consumers’ Intention to Purchase Beauty Products
by: Purnamaningsih Purnamaningsih
Published: (2020)

Competitive Price and Trust as Determinants of Purchase Intention in Social Commerce
by: Cláudia Rodrigues Maia
Published: (2019)

CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
by: Wang, Weiqi, et al.
Published: (2024)

The Effect of Visual Perspective on Consumer Viewing and Purchase Intention in Live Streaming
by: Xiaoli Tang, et al.
Published: (2025)

Does Greenwashing Wash Away Gen Z's Green Purchase Intention?
by: Francesca Di Pillo, et al.
Published: (2025)

The Influence of Recommendations in Social Media on Purchase Intentions of Generations Y and Z
by: Rasa Pauliene
Published: (2019)

Privacy Signals: Exploring the Relationship between Cookies and Online Purchase Intention
by: Ana Paula Merenda Richarde
Published: (2023)

Intentional Gesture: Deliver Your Intentions with Gestures for Speech
by: Liu, Pinxin, et al.
Published: (2025)

IntentionNav: A Benchmark for Intent-Driven Object Navigation from Implicit Human Instruction
by: Qian, Lin, et al.
Published: (2026)

Improving Sampling Efficiency in RLVR through Adaptive Rollout and Response Reuse
by: Zhang, Yuheng, et al.
Published: (2025)

Perceived Price, Quality, Reviews, and Trust : The Key to Online MSME Purchase Intention
by: Nina Irenetia
Published: (2025)

Beyond Credibility: Understanding the Mediators Between Electronic Word-of-Mouth and Purchase Intention
by: Bogdan, Anastasiei, et al.
Published: (2025)

Analysing Consumer Perception and Purchase Intentions Toward Plant-Based Meat Products
by: Sharma, Adarsh
Published: (2025)

Examining the Effects of Digital Social Media Advertising on Consumer Attitudes and Purchase Intentions
by: Shofodunrin, Tayo
Published: (2026)

Research on the Correlation between the Professionalism, Credibility of Internet Influencers and Consumers' Purchase Intention
by: He, Chaoqun
Published: (2025)

Global Trends in Pro‐Environmental Purchasing Intentions: Insights From an Analytical Examination
by: Manuel Escobar‐Farfán, et al.
Published: (2025)