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2007.04032
Cited By
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion
8 July 2020
Kun Zhou
Wayne Xin Zhao
Shuqing Bian
Yuanhang Zhou
Ji-Rong Wen
Jingsong Yu
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Papers citing
"Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion"
50 / 113 papers shown
Title
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation
Guojia An
Jie Zou
Jiwei Wei
Chaoning Zhang
Fuming Sun
Yang Yang
76
1
0
24 Apr 2025
A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms
Chengkai Huang
Hongtao Huang
Tong Yu
Kaige Xie
Junda Wu
Shuai Zhang
Julian McAuley
Dietmar Jannach
Lina Yao
LRM
AI4CE
22
0
0
23 Apr 2025
From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System
Rohan Surana
Junda Wu
Zhouhang Xie
Yu Xia
Harald Steck
Dawen Liang
Nathan Kallus
Julian McAuley
26
0
0
21 Apr 2025
Multi-Type Context-Aware Conversational Recommender Systems via Mixture-of-Experts
Jie Zou
Cheng Lin
Weikang Guo
Zheng Wang
Jiwei Wei
Yang Yang
Hengtao Shen
HAI
43
0
0
18 Apr 2025
MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems
Yibiao Wei
Jie Zou
Weikang Guo
Guoqing Wang
Xing Xu
Yang Yang
43
1
0
15 Apr 2025
Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models
Xiaoyan Zhao
Yang Deng
Wenjie Wang
Hongzhan Lin
Hong Cheng
Rui Zhang
See-Kiong Ng
Tat-Seng Chua
33
0
0
09 Apr 2025
Cognitive Debiasing Large Language Models for Decision-Making
Yougang Lyu
Shijie Ren
Yue Feng
Zihan Wang
Z. Chen
Z. Z. Ren
Maarten de Rijke
36
0
0
05 Apr 2025
LaViC: Adapting Large Vision-Language Models to Visually-Aware Conversational Recommendation
Hyunsik Jeon
Satoshi Koide
Yu Wang
Zhankui He
Julian McAuley
VLM
44
0
0
30 Mar 2025
Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences
Heejin Kook
Junyoung Kim
Seongmin Park
Jongwuk Lee
34
0
0
27 Mar 2025
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems
Zhangchi Qiu
Linhao Luo
Zicheng Zhao
Shirui Pan
Alan Wee-Chung Liew
RALM
48
0
0
09 Mar 2025
Vague Preference Policy Learning for Conversational Recommendation
Gangyi Zhang
Chongming Gao
Wenqiang Lei
Xiaojie Guo
Shijun Li
Hongshen Chen
Zhuozhi Ding
Sulong Xu
Lingfei Wu
68
1
0
24 Feb 2025
Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems
Yaochen Zhu
Chao Wan
Harald Steck
Dawen Liang
Yesu Feng
Nathan Kallus
Jundong Li
RALM
79
0
0
21 Feb 2025
Bridging Conversational and Collaborative Signals for Conversational Recommendation
A. Rabiah
Nafis Sadeq
Julian McAuley
71
0
0
09 Dec 2024
Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling
Jie Zou
Aixin Sun
Cheng Long
Evangelos Kanoulas
LMTD
91
4
0
03 Dec 2024
A Survey of Conversational Search
Fengran Mo
Kelong Mao
Ziliang Zhao
Hongjin Qian
Haonan Chen
Yiruo Cheng
X. Li
Y. X. Zhu
Zhicheng Dou
Jian-Yun Nie
KELM
32
3
0
21 Oct 2024
Towards Empathetic Conversational Recommender Systems
Xiaoyu Zhang
Ruobing Xie
Yougang Lyu
Xin Xin
Pengjie Ren
Mingfei Liang
Bo Zhang
Zhanhui Kang
Maarten de Rijke
Zhaochun Ren
28
6
0
30 Aug 2024
Leveraging Knowledge Graph Embedding for Effective Conversational Recommendation
Yunwen Xia
Hui Fang
Zhiyuan Zhao
Xuelong Li
21
0
0
02 Aug 2024
Imagery as Inquiry: Exploring A Multimodal Dataset for Conversational Recommendation
Se-eun Yoon
Hyunsik Jeon
Julian McAuley
38
0
0
23 May 2024
Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation
Zhankui He
Zhouhang Xie
Harald Steck
Dawen Liang
Rahul Jha
Nathan Kallus
Julian McAuley
21
6
0
20 May 2024
A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems
Lixi Zhu
Xiaowen Huang
Jitao Sang
24
3
0
13 May 2024
Behavior Alignment: A New Perspective of Evaluating LLM-based Conversational Recommendation Systems
Dayu Yang
F. Chen
Hui Fang
ALM
27
6
0
17 Apr 2024
Continual Learning for Smart City: A Survey
Li Yang
Zhipeng Luo
Shi-sheng Zhang
Fei Teng
Tian-Jie Li
HAI
30
7
0
01 Apr 2024
Mix-Initiative Response Generation with Dynamic Prefix Tuning
Yuxiang Nie
Heyan Huang
Xian-Ling Mao
Lizi Liao
24
1
0
26 Mar 2024
How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation
Lixi Zhu
Xiaowen Huang
Jitao Sang
33
9
0
25 Mar 2024
Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue
Jian Wang
Dongding Lin
Wenjie Li
22
1
0
10 Mar 2024
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
Minjin Kim
Minju Kim
Hana Kim
Beong-woo Kwak
Soyeon Chun
Hyunseo Kim
SeongKu Kang
Youngjae Yu
Jinyoung Yeo
Dongha Lee
RALM
24
10
0
07 Mar 2024
Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges
Bosheng Ding
Chengwei Qin
Ruochen Zhao
Tianze Luo
Xinze Li
Guizhen Chen
Wenhan Xia
Junjie Hu
A. Luu
Shafiq R. Joty
29
18
0
05 Mar 2024
The Future of Cognitive Strategy-enhanced Persuasive Dialogue Agents: New Perspectives and Trends
Mengqi Chen
Bin Guo
Hao Wang
Haoyu Li
Qian Zhao
Jingqi Liu
Yasan Ding
Yan Pan
Zhiwen Yu
LLMAG
38
1
0
07 Feb 2024
A Multi-Agent Conversational Recommender System
Jiabao Fang
Shen Gao
Pengjie Ren
Xiuying Chen
Suzan Verberne
Zhaochun Ren
LLMAG
28
18
0
02 Feb 2024
Parameter-Efficient Conversational Recommender System as a Language Processing Task
Mathieu Ravaut
Hao Zhang
Lu Xu
Aixin Sun
Yong-jin Liu
35
11
0
25 Jan 2024
Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender Systems
Zhangchi Qiu
Ye Tao
Shirui Pan
Alan Wee-Chung Liew
23
5
0
18 Dec 2023
Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation
Yeongseo Jung
Eunseo Jung
Lei Chen
23
5
0
27 Oct 2023
Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation
Xi Wang
Hossein A. Rahmani
Jiqun Liu
Emine Yilmaz
16
12
0
25 Oct 2023
Long Short-Term Planning for Conversational Recommendation Systems
Xian Li
Hongguang Shi
Yunfei Wang
Yeqin Zhang
Xubin Li
Cam-Tu Nguyen
9
1
0
23 Oct 2023
A Survey on Semantic Processing Techniques
Rui Mao
Kai He
Xulang Zhang
Guanyi Chen
Jinjie Ni
Zonglin Yang
Erik Cambria
18
34
0
22 Oct 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models
Yilmazcan Ozyurt
Stefan Feuerriegel
Ce Zhang
18
1
0
17 Oct 2023
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory Search
Phillip Schneider
Nils Rehtanz
Kristiina Jokinen
Florian Matthes
27
5
0
08 Oct 2023
A Conversation is Worth A Thousand Recommendations: A Survey of Holistic Conversational Recommender Systems
Chuang Li
Hengchang Hu
Yan Zhang
Min-Yen Kan
Haizhou Li
16
5
0
14 Sep 2023
CPMR: Context-Aware Incremental Sequential Recommendation with Pseudo-Multi-Task Learning
Qingtian Bian
Jiaxing Xu
Hui Fang
Yiping Ke
14
7
0
09 Sep 2023
Large Language Models as Zero-Shot Conversational Recommenders
Zhankui He
Zhouhang Xie
Rahul Jha
Harald Steck
Dawen Liang
Yesu Feng
Bodhisattwa Prasad Majumder
Nathan Kallus
Julian McAuley
19
128
0
19 Aug 2023
A Large Language Model Enhanced Conversational Recommender System
Yue Feng
Shuchang Liu
Zhenghai Xue
Qingpeng Cai
Lantao Hu
Peng Jiang
Kun Gai
Fei Sun
LRM
16
39
0
11 Aug 2023
Alleviating the Long-Tail Problem in Conversational Recommender Systems
Zhipeng Zhao
Kun Zhou
Xiaolei Wang
Wayne Xin Zhao
Fan Pan
Zhao Cao
Ji-Rong Wen
21
10
0
21 Jul 2023
TREA: Tree-Structure Reasoning Schema for Conversational Recommendation
Wendi Li
Wei Wei
Xiaoye Qu
Xian-Ling Mao
Ye Yuan
Wenfeng Xie
Dangyang Chen
38
20
0
20 Jul 2023
Mapping and Cleaning Open Commonsense Knowledge Bases with Generative Translation
Julien Romero
Simon Razniewski
18
1
0
22 Jun 2023
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets
Yu Lu
Junwei Bao
Zichen Ma
Xiaoguang Han
Youzheng Wu
Shuguang Cui
Xiaodong He
13
3
0
16 Jun 2023
How Can Recommender Systems Benefit from Large Language Models: A Survey
Jianghao Lin
Xinyi Dai
Yunjia Xi
Weiwen Liu
Bo Chen
...
Chenxu Zhu
Huifeng Guo
Yong Yu
Ruiming Tang
Weinan Zhang
LRM
30
195
0
09 Jun 2023
Improving Conversational Recommendation Systems via Counterfactual Data Simulation
Xiaolei Wang
Kun Zhou
Xinyu Tang
Wayne Xin Zhao
Fan Pan
Zhao Cao
Ji-Rong Wen
16
14
0
05 Jun 2023
Towards Explainable Conversational Recommender Systems
Shuyu Guo
Shuo Zhang
Weiwei Sun
Pengjie Ren
Zhumin Chen
Z. Ren
LRM
8
13
0
27 May 2023
Conversational Recommendation as Retrieval: A Simple, Strong Baseline
Raghav Gupta
Renat Aksitov
Samrat Phatale
Simral Chaudhary
Harrison Lee
Abhinav Rastogi
28
3
0
23 May 2023
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models
Xiaolei Wang
Xinyu Tang
Wayne Xin Zhao
Jingyuan Wang
Ji-Rong Wen
ALM
23
47
0
22 May 2023
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