A survey on fairness of large language models in e-commerce: progress, application, and challenge

15 May 2024

Papers citing "A survey on fairness of large language models in e-commerce: progress, application, and challenge"

24 / 24 papers shown

Title
Manipulating Large Language Models to Increase Product Visibility Aounon Kumar Himabindu Lakkaraju 68 9 0 11 Apr 2024
Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph Qian Zhao Hao Qian Ziqi Liu Gong-Duo Zhang Lihong Gu KELM 81 15 0 21 Feb 2024
Reasoning before Comparison: LLM-Enhanced Semantic Similarity Metrics for Domain Specialized Text Analysis Shaochen Xu Zihao Wu Huaqin Zhao Peng Shu Zheng Liu Wenxiong Liao Sheng Li Andrea Sikora Tianming Liu Xiang Li 62 17 0 17 Feb 2024
Gender bias and stereotypes in Large Language Models Hadas Kotek Rikker Dockum David Q. Sun 111 228 0 28 Aug 2023
Prompt Tuning Large Language Models on Personalized Aspect Extraction for Recommendations Pan Li Yuyan Wang Ed H. Chi Minmin Chen 60 13 0 02 Jun 2023
Continuous Prompt Tuning Based Textual Entailment Model for E-commerce Entity Typing Yibo Wang Congying Xia Guan Wang Philip Yu 45 6 0 04 Nov 2022
Enhancing Collaborative Filtering Recommender with Prompt-Based Sentiment Analysis Elliot Dang Zheyuan Hu Tong Li 20 3 0 19 Jul 2022
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) Shijie Geng Shuchang Liu Zuohui Fu Yingqiang Ge Yongfeng Zhang VLM AI4TS 87 483 0 24 Mar 2022
Alexa, in you, I trust! Fairness and Interpretability Issues in E-commerce Search through Smart Speakers A. Dash Abhijnan Chakraborty Saptarshi Ghosh Animesh Mukherjee Krishna P. Gummadi 124 10 0 08 Feb 2022
MAVE: A Product Dataset for Multi-source Attribute Value Extraction Li Yang Qifan Wang Zac Yu Anand Kulkarni Sumit Sanghai Bin Shu Jonathan L. Elsas Bhargav Kanagal 54 67 0 16 Dec 2021
Zero-Shot Recommendation as Language Modeling Damien Sileo Wout Vossen Robbe Raymaekers LRM LMTD 40 44 0 08 Dec 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 460 10,367 0 17 Jun 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 570 4,047 0 18 Apr 2021
Persistent Anti-Muslim Bias in Large Language Models Abubakar Abid Maheen Farooqi James Zou AILaw 108 553 0 14 Jan 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 242 4,261 0 01 Jan 2021
An End-to-End Solution for Named Entity Recognition in eCommerce Search Xiang Cheng Mitchell Bowden Bhushan Ramesh Bhange Priyanka Goyal T. Packer F. Javed 42 19 0 11 Dec 2020
Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases W. Guo Aylin Caliskan 39 240 0 06 Jun 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 159 2,737 0 05 Jun 2020
Using Large Pretrained Language Models for Answering User Queries from Product Specifications Kalyani Roy Smit Shah Nithish Pai Jaidam Ramtej Prajit Prashant Nadkarn Jyotirmoy Banerjee Pawan Goyal Surender Kumar RALM 24 3 0 29 May 2020
Social Biases in NLP Models as Barriers for Persons with Disabilities Ben Hutchinson Vinodkumar Prabhakaran Emily L. Denton Kellie Webster Yu Zhong Stephen Denuyl 59 313 0 02 May 2020
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 368 6,455 0 26 Sep 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 230 8,433 0 19 Jun 2019
ERNIE: Enhanced Representation through Knowledge Integration Yu Sun Shuohuan Wang Yukun Li Shikun Feng Xuyi Chen Han Zhang Xin Tian Danxiang Zhu Hao Tian Hua Wu 121 901 0 19 Apr 2019
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 231 8,336 0 06 Nov 2014