Self-Supervised Bot Play for Conversational Recommendation with Justifications

9 December 2021

Papers citing "Self-Supervised Bot Play for Conversational Recommendation with Justifications"

16 / 16 papers shown

Title
LaViC: Adapting Large Vision-Language Models to Visually-Aware Conversational Recommendation Hyunsik Jeon Satoshi Koide Yu Wang Zhankui He Julian McAuley VLM 157 0 0 30 Mar 2025
e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks Maxime Kayser Oana-Maria Camburu Leonard Salewski Cornelius Emde Virginie Do Zeynep Akata Thomas Lukasiewicz VLM 79 101 0 08 May 2021
Fast Multi-Step Critiquing for VAE-based Recommender Systems Diego Antognini Boi Faltings LRM 92 16 0 03 May 2021
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion Kun Zhou Wayne Xin Zhao Shuqing Bian Yuanhang Zhou Ji-Rong Wen Jingsong Yu 88 324 0 08 Jul 2020
How Useful are Reviews for Recommendation? A Critical Review and Potential Improvements Noveen Sachdeva Julian McAuley 61 60 0 25 May 2020
Interacting with Explanations through Critiquing Diego Antognini C. Musat Boi Faltings 44 22 0 22 May 2020
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue Dongyeop Kang Anusha Balakrishnan Pararth Shah Paul A. Crook Y-Lan Boureau Jason Weston 61 112 0 09 Sep 2019
ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons Margaret Li Jason Weston Stephen Roller 64 177 0 06 Sep 2019
On the Variance of the Adaptive Learning Rate and Beyond Liyuan Liu Haoming Jiang Pengcheng He Weizhu Chen Xiaodong Liu Jianfeng Gao Jiawei Han ODL 289 1,907 0 08 Aug 2019
Seeker: Real-Time Interactive Search Ari Biswas T. T. Pham Michael Vogelsong Benjamin Snyder Houssam Nassif 25 13 0 17 May 2019
Towards Deep Conversational Recommendations Raymond Li Samira Ebrahimi Kahou Hannes Schulz Vincent Michalski Laurent Charlin C. Pal 60 374 0 18 Dec 2018
Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering Ruining He Julian McAuley 154 2,066 0 04 Feb 2016
Image-based Recommendations on Styles and Substitutes Julian McAuley C. Targett Javen Qinfeng Shi Anton Van Den Hengel 126 2,412 0 15 Jun 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013
Learning Attitudes and Attributes from Multi-Aspect Reviews Julian McAuley J. Leskovec Dan Jurafsky 244 299 0 15 Oct 2012
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 152 5,734 0 09 May 2012