AmazonQA: A Review-Based Question Answering Task

12 August 2019

Papers citing "AmazonQA: A Review-Based Question Answering Task"

37 / 37 papers shown

Title
WixQA: A Multi-Dataset Benchmark for Enterprise Retrieval-Augmented Generation Dvir Cohen Lin Burg Sviatoslav Pykhnivskyi Hagit Gur Stanislav Kovynov Olga Atzmon Gilad Barkan RALM 26 0 0 13 May 2025
NeoBERT: A Next-Generation BERT Lola Le Breton Quentin Fournier Mariam El Mezouar Sarath Chandar AI4TS 71 1 0 26 Feb 2025
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models Yilun Jin Zheng Li Chenwei Zhang Tianyu Cao Yifan Gao ... Yi Xu Kai Chen Qiang Yang Meng Jiang Bing Yin RALM 33 2 0 28 Oct 2024
Captions Speak Louder than Images (CASLIE): Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data Xinyi Ling B. Peng Hanwen Du Zhihui Zhu Xia Ning 31 0 0 22 Oct 2024
Contextual Document Embeddings John X. Morris Alexander M. Rush 29 7 0 03 Oct 2024
BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain Kaisi Guan Qian Cao Yuchong Sun Xiting Wang Ruihua Song 39 1 0 30 Sep 2024
Unlocking Markets: A Multilingual Benchmark to Cross-Market Question Answering Yifei Yuan Yang Deng Anders Søgaard Mohammad Aliannejadi 28 0 0 24 Sep 2024
Database-Augmented Query Representation for Information Retrieval Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park 42 2 0 23 Jun 2024
eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data B. Peng Xinyi Ling Ziru Chen Huan Sun Xia Ning ELM 37 16 0 13 Feb 2024
Nomic Embed: Training a Reproducible Long Context Text Embedder Zach Nussbaum John X. Morris Brandon Duderstadt Andriy Mulyar 27 96 0 02 Feb 2024
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt Yucheng Cai Wentao Ma Yuchuan Wu Shuzheng Si Yuan Shao Zhijian Ou Yongbin Li 43 3 0 20 Sep 2023
Answering Subjective Induction Questions on Products by Summarizing Multi-sources Multi-viewpoints Knowledge Yufeng Zhang Meng-xiang Wang Jianxing Yu 21 1 0 12 Sep 2023
OpinionConv: Conversational Product Search with Grounded Opinions Vahid Sadiri Javadi Martin Potthast Lucie Flek 24 5 0 08 Aug 2023
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval S. Campese Ivano Lauriola Alessandro Moschitti 18 3 0 30 Mar 2023
Context-faithful Prompting for Large Language Models Wenxuan Zhou Sheng Zhang Hoifung Poon Muhao Chen KELM 22 56 0 20 Mar 2023
Product Question Answering in E-Commerce: A Survey Yang Deng Wenxuan Zhang Qian Yu W. Lam 39 17 0 16 Feb 2023
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 282 0 19 Dec 2022
Answer ranking in Community Question Answering: a deep learning approach Lucas Valentin BDL 14 0 0 16 Oct 2022
Modular Approach to Machine Reading Comprehension: Mixture of Task-Aware Experts Anirudha Rayasam Anush Kamath G. B. Kalejaiye MoE 22 0 0 04 Oct 2022
Mining Duplicate Questions of Stack Overflow Mihir Kale Anirudha Rayasam R. Parik Pranav Dheram 18 7 0 04 Oct 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 31 60 0 14 Sep 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding Wanwei He Yinpei Dai Binyuan Hui Min Yang Zhen Cao Jianbo Dong Fei Huang Luo Si Yongbin Li VLM 43 31 0 14 Sep 2022
Comparative Snippet Generation Saurabh Jain Yisong Miao Min-Yen Kan 10 0 0 11 Jun 2022
PLAtE: A Large-scale Dataset for List Page Web Extraction Aidan San Yuan Zhuang J. Bakus Colin Lockard David M. Ciemiewicz Sandeep Atluri Yangfeng Ji Kevin Small Heba Elfardy 32 4 0 24 May 2022
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng VLM 33 17 0 06 Apr 2022
Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling Yang Deng Yaliang Li Wenxuan Zhang Bolin Ding W. Lam 30 36 0 27 Dec 2021
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection Wanwei He Yinpei Dai Yinhe Zheng Yuchuan Wu Zhen Cao ... Min Yang Feiling Huang Luo Si Jian Sun Yongbin Li VLM 34 156 0 29 Nov 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 27 163 0 27 Jul 2021
Distantly Supervised Transformers For E-Commerce Product QA Happy Mittal Aniket Chakrabarti Belhassen Bayar Animesh Sharma Nikhil Rasiwasia RALM 13 5 0 07 Apr 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 25 49 0 25 Jan 2021
Bew: Towards Answering Business-Entity-Related Web Questions Qingqing Cao Oriana Riva A. Balasubramanian Niranjan Balasubramanian 16 0 0 10 Dec 2020
Meaningful Answer Generation of E-Commerce Question-Answering Shen Gao Xiuying Chen Z. Ren Dongyan Zhao Rui Yan 18 43 0 14 Nov 2020
CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering Junru Lu Gabriele Pergola Lin Gui Binyang Li Yulan He 14 8 0 01 Nov 2020
Less is More: Rejecting Unreliable Reviews for Product Question Answering Shiwei Zhang Xiuzhen Zhang Jey Han Lau Jeffrey Chan Cécile Paris 38 11 0 09 Jul 2020
SubjQA: A Dataset for Subjectivity and Review Comprehension Johannes Bjerva Nikita Bhutani Behzad Golshan W. Tan Isabelle Augenstein 10 42 0 29 Apr 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 13 85 0 06 Jan 2020
What Question Answering can Learn from Trivia Nerds Jordan L. Boyd-Graber Benjamin Borschinger 21 36 0 31 Oct 2019