Advances and Challenges in Conversational Recommender Systems: A Survey

Advances and Challenges in Conversational Recommender Systems: A Survey

23 January 2021

Maarten de Rijke

Papers citing "Advances and Challenges in Conversational Recommender Systems: A Survey"

9 / 9 papers shown

Title
Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User X. Wang Chunxuan Xia Junyi Li Fanzhe Meng Lei Huang Jinpeng Wang Wayne Xin Zhao Ji-Rong Wen 53 0 0 29 Apr 2025
FLARE: Fusing Language Models and Collaborative Architectures for Recommender Enhancement Liam Hebert Marialena Kyriakidi Hubert Pham Krishna Sayana James Pine Sukhdeep S. Sodhi Ambarish Jash VLM 26 4 0 18 Sep 2024
ChoiceMates: Supporting Unfamiliar Online Decision-Making with Multi-Agent Conversational Interactions Jeongeon Park Bryan Min Xiaojuan Ma Juho Kim Xiaojuan Ma Juho Kim 22 12 0 02 Oct 2023
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 195 214 0 04 Jan 2021
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions James McInerney B. Brost Praveen Chandar Rishabh Mehrotra Ben Carterette BDL CML OffRL 100 55 0 25 Jul 2020
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,662 0 04 May 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 234 11,568 0 09 Mar 2017
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 186 1,280 0 05 Jun 2016
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 238 12,850 0 25 Aug 2014