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

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

14 June 2024

Sze Heng Douglas Kwok

Yangqiu Song

ArXiv (abs)PDF HTML Github (9★)

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

19 / 19 papers shown

Title
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding Baixuan Xu Weiqi Wang Haochen Shi Wenxuan Ding Huihao Jing Tianqing Fang Jiaxin Bai Long Chen Yangqiu Song 84 10 0 15 Jun 2024
MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset Weiqi Wang Yangqiu Song LRM 118 10 0 04 Jun 2024
A Usage-centric Take on Intent Understanding in E-Commerce Wendi Zhou Tianyi Li Pavlos Vougiouklis Mark Steedman Jeff Z. Pan 54 5 0 22 Feb 2024
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering Haochen Shi Weiqi Wang Tianqing Fang Baixuan Xu Wenxuan Ding Xin Liu Yangqiu Song 105 7 0 17 Oct 2023
EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce Yongqian Li Shirong Ma Xiaobin Wang Shen Huang Chengyue Jiang Haitao Zheng Pengjun Xie Fei Huang Yong Jiang RALM ALM LRM 93 55 0 14 Aug 2023
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation Wei Jin Haitao Mao Zheng Li Haoming Jiang Cheng-hsin Luo ... Suhang Wang Yizhou Sun Jiliang Tang Bing Yin Xianfeng Tang AI4TS 78 41 0 19 Jul 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 426 4,422 0 09 Jun 2023
Product Question Answering in E-Commerce: A Survey Yang Deng Wenxuan Zhang Qian Yu W. Lam 83 18 0 16 Feb 2023
End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English Abhinav Goyal Ashutosh Kumar Singh Nikesh Garera 34 4 0 26 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 208 3,150 0 20 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 886 13,176 0 04 Mar 2022
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset Tianqing Fang Weiqi Wang Sehyun Choi Shibo Hao Hongming Zhang Yangqiu Song Bin He 68 31 0 16 Sep 2021
Dash: Semi-Supervised Learning with Dynamic Thresholding Yi Tian Xu Lei Shang Jinxing Ye Qi Qian Yu-Feng Li Baigui Sun Hao Li Rong Jin 105 225 0 01 Sep 2021
ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities Hongming Zhang Xin Liu Haojie Pan Hao Ke Jiefu Ou Tianqing Fang Yangqiu Song 45 48 0 05 Apr 2021
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 485 20,317 0 23 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 677 24,541 0 26 Jul 2019
Generic Intent Representation in Web Search Hongfei Zhang Xia Song Chenyan Xiong Corby Rosset Paul N. Bennett Nick Craswell Saurabh Tiwary 88 52 0 24 Jul 2019
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 216 2,906 0 12 Dec 2016

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