Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information

15 December 2021

Papers citing "Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information"

28 / 28 papers shown

Title
MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems Yibiao Wei Jie Zou Weikang Guo Guoqing Wang Xing Xu Yang Yang 116 1 0 15 Apr 2025
ABXI: Invariant Interest Adaptation for Task-Guided Cross-Domain Sequential Recommendation Qingtian Bian Marcus Vinícius de Carvalho Tieying Li Jiaxing Xu Hui Fang Yiping Ke 78 0 0 25 Jan 2025
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis Lanling Xu Junjie Zhang Bingqian Li Jinpeng Wang Sheng Chen Wayne Xin Zhao Ji-Rong Wen 135 17 0 17 Jan 2025
Large Language Model Driven Recommendation Anton Korikov Scott Sanner Yashar Deldjoo Zhankui He Julian McAuley ... René Vidal M. Sathiamoorthy Atoosa Kasrizadeh Silvia Milano Francesco Ricci 69 0 0 20 Aug 2024
Learning Neural Templates for Recommender Dialogue System Zujie Liang Huang Hu Can Xu Jian Miao Yingying He Yining Chen Xiubo Geng Fan Liang Daxin Jiang 100 52 0 25 Sep 2021
DEUX: An Attribute-Guided Framework for Sociable Recommendation Dialog Systems Yu Li Shirley Anugrah Hayati Weiyan Shi Zhou Yu 48 5 0 16 Apr 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 213 4,238 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 362 1,961 0 31 Dec 2020
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation Wenchang Ma Ryuichi Takanobu Minlie Huang 41 58 0 20 Oct 2020
INSPIRED: Toward Sociable Recommendation Dialog Systems Shirley Anugrah Hayati Dongyeop Kang Qingxiaoyang Zhu Weiyan Shi Zhou Yu 90 142 0 29 Sep 2020
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion Kun Zhou Wayne Xin Zhao Shuqing Bian Yuanhang Zhou Ji-Rong Wen Jingsong Yu 65 323 0 08 Jul 2020
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 153 1,519 0 01 Nov 2019
Efficiently Embedding Dynamic Knowledge Graphs Tianxing Wu Arijit Khan Melvin Yong Huan Gao Cheng Li 54 65 0 15 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 192 7,465 0 02 Oct 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 227 2,474 0 20 Aug 2019
Towards Knowledge-Based Recommender Dialog System Qibin Chen Junyang Lin Yichang Zhang Ming Ding Yukuo Cen Hongxia Yang Jie Tang 49 239 0 15 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 217 3,667 0 06 Aug 2019
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization Fan-Yun Sun Jordan Hoffmann Vikas Verma Jian Tang SSL 143 861 0 31 Jul 2019
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 156 2,155 0 14 Apr 2019
Towards Deep Conversational Recommendations Raymond Li Samira Ebrahimi Kahou Hannes Schulz Vincent Michalski Laurent Charlin C. Pal 47 369 0 18 Dec 2018
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 178 2,606 0 05 Jul 2017
Deep Interest Network for Click-Through Rate Prediction Guorui Zhou Cheng-Ning Song Xiaoqiang Zhu Xi-Wang Dai Ziru Xu Xiao Ma Yanghui Yan Junqi Jin Han Li Kun Gai 68 1,817 0 21 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 624 130,942 0 12 Jun 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 174 4,807 0 17 Mar 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 177 2,886 0 12 Dec 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 573 28,964 0 09 Sep 2016
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 127 2,387 0 11 Oct 2015
A Hierarchical Recurrent Encoder-Decoder For Generative Context-Aware Query Suggestion Alessandro Sordoni Yoshua Bengio H. Vahabi Christina Lioma J. Simonsen J. Nie 3DV 76 551 0 08 Jul 2015