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Improving Conversational Recommender Systems via Knowledge Graph based
  Semantic Fusion

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
ArXivPDFHTML

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
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation
Guojia An
Jie Zou
Jiwei Wei
Chaoning Zhang
Fuming Sun
Yang Yang
73
1
0
24 Apr 2025
A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
A Survey on Semantic Processing Techniques
Rui Mao
Kai He
Xulang Zhang
Guanyi Chen
Jinjie Ni
Zonglin Yang
Erik Cambria
13
34
0
22 Oct 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained
  Language Models
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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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