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Towards Deep Conversational Recommendations
v1v2 (latest)

Towards Deep Conversational Recommendations

18 December 2018
Raymond Li
Samira Ebrahimi Kahou
Hannes Schulz
Vincent Michalski
Laurent Charlin
C. Pal
ArXiv (abs)PDFHTML

Papers citing "Towards Deep Conversational Recommendations"

32 / 182 papers shown
Title
RevCore: Review-augmented Conversational Recommendation
RevCore: Review-augmented Conversational RecommendationFindings (Findings), 2021
Yu Lu
Junwei Bao
Yan Song
Zichen Ma
Shuguang Cui
Youzheng Wu
Xiaodong He
201
97
0
02 Jun 2021
KECRS: Towards Knowledge-Enriched Conversational Recommendation System
KECRS: Towards Knowledge-Enriched Conversational Recommendation System
Tong Zhang
Yong Liu
Peixiang Zhong
Chen Zhang
Hao Wang
Chunyan Miao
149
31
0
18 May 2021
BI-REC: Guided Data Analysis for Conversational Business Intelligence
BI-REC: Guided Data Analysis for Conversational Business Intelligence
Venkata Vamsikrishna Meduri
A. Quamar
Chuan Lei
Vasilis Efthymiou
Fatma Özcan
55
3
0
02 May 2021
DEUX: An Attribute-Guided Framework for Sociable Recommendation Dialog
  Systems
DEUX: An Attribute-Guided Framework for Sociable Recommendation Dialog Systems
Yu Li
Shirley Anugrah Hayati
Weiyan Shi
Zhou Yu
194
6
0
16 Apr 2021
Category Aware Explainable Conversational Recommendation
Category Aware Explainable Conversational Recommendation
Nikolaos Kondylidis
Jie Zou
Evangelos Kanoulas
111
4
0
15 Mar 2021
Advances and Challenges in Conversational Recommender Systems: A Survey
Advances and Challenges in Conversational Recommender Systems: A SurveyAI Open (AO), 2021
Chongming Gao
Wenqiang Lei
Xiangnan He
Maarten de Rijke
Tat-Seng Chua
452
324
0
23 Jan 2021
CRSLab: An Open-Source Toolkit for Building Conversational Recommender
  System
CRSLab: An Open-Source Toolkit for Building Conversational Recommender SystemAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Kun Zhou
Xiaolei Wang
Yuanhang Zhou
Chenzhang Shang
Yuan Cheng
Wayne Xin Zhao
Yaliang Li
Ji-Rong Wen
146
77
0
04 Jan 2021
A Taxonomy of Empathetic Response Intents in Human Social Conversations
A Taxonomy of Empathetic Response Intents in Human Social Conversations
A. Welivita
P. Pu
191
127
0
07 Dec 2020
On Estimating the Training Cost of Conversational Recommendation Systems
On Estimating the Training Cost of Conversational Recommendation Systems
Stefanos Antaris
Dimitrios Rafailidis
Mohammad Aliannejadi
73
0
0
10 Nov 2020
NUANCED: Natural Utterance Annotation for Nuanced Conversation with
  Estimated Distributions
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated DistributionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Zhiyu Zoey Chen
Honglei Liu
Hu Xu
Seungwhan Moon
Hao Zhou
Bing-Quan Liu
150
1
0
24 Oct 2020
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for
  Conversational Recommendation
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational RecommendationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Wenchang Ma
Ryuichi Takanobu
Shiyu Huang
359
66
0
20 Oct 2020
Towards Topic-Guided Conversational Recommender System
Towards Topic-Guided Conversational Recommender SystemInternational Conference on Computational Linguistics (COLING), 2020
Kun Zhou
Yuanhang Zhou
Wayne Xin Zhao
Xiaoke Wang
Ji-Rong Wen
255
232
0
08 Oct 2020
INSPIRED: Toward Sociable Recommendation Dialog Systems
INSPIRED: Toward Sociable Recommendation Dialog Systems
Shirley Anugrah Hayati
Luan Tuyen Chau
Qingxiaoyang Zhu
Weiyan Shi
Zhou Yu
236
177
0
29 Sep 2020
COOKIE: A Dataset for Conversational Recommendation over Knowledge
  Graphs in E-commerce
COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce
Zuohui Fu
Yikun Xian
Yaxin Zhu
Zelong Li
Gerard de Melo
179
26
0
21 Aug 2020
An Empirical Study of Clarifying Question-Based Systems
An Empirical Study of Clarifying Question-Based Systems
Jie Zou
Evangelos Kanoulas
Yiqun Liu
44
0
0
01 Aug 2020
Improving Conversational Recommender Systems via Knowledge Graph based
  Semantic Fusion
Improving Conversational Recommender Systems via Knowledge Graph based Semantic FusionKnowledge Discovery and Data Mining (KDD), 2020
Kun Zhou
Wayne Xin Zhao
Shuqing Bian
Yuanhang Zhou
Ji-Rong Wen
Jingsong Yu
175
365
0
08 Jul 2020
User Memory Reasoning for Conversational Recommendation
User Memory Reasoning for Conversational RecommendationInternational Conference on Computational Linguistics (COLING), 2020
Hu Xu
Seungwhan Moon
Honglei Liu
Bing-Quan Liu
Pararth Shah
Bing Liu
Philip S. Yu
OffRL
142
48
0
30 May 2020
Would you Like to Talk about Sports Now? Towards Contextual Topic
  Suggestion for Open-Domain Conversational Agents
Would you Like to Talk about Sports Now? Towards Contextual Topic Suggestion for Open-Domain Conversational AgentsConference on Human Information Interaction and Retrieval (CHIIR), 2020
Ali Ahmadvand
Harshita Sahijwani
Eugene Agichtein
LLMAG
109
5
0
28 May 2020
Seamlessly Unifying Attributes and Items: Conversational Recommendation
  for Cold-Start Users
Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-Start Users
Shijun Li
Wenqiang Lei
Qingyun Wu
Xiangnan He
Peng Jiang
Tat-Seng Chua
484
133
0
23 May 2020
Towards Conversational Recommendation over Multi-Type Dialogs
Towards Conversational Recommendation over Multi-Type Dialogs
Zeming Liu
Haifeng Wang
Zheng-Yu Niu
Hua Wu
Wanxiang Che
Ting Liu
234
222
0
08 May 2020
Deep Conversational Recommender Systems: A New Frontier for
  Goal-Oriented Dialogue Systems
Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems
Dai Hoang Tran
Quan Z. Sheng
W. Zhang
S. Hamad
Munazza Zaib
Nguyen H. Tran
Lina Yao
N. Khoa
107
8
0
28 Apr 2020
Knowledge-guided Deep Reinforcement Learning for Interactive
  Recommendation
Knowledge-guided Deep Reinforcement Learning for Interactive RecommendationIEEE International Joint Conference on Neural Network (IJCNN), 2020
Xiaocong Chen
Chaoran Huang
Lina Yao
Xianzhi Wang
Wei Liu
Wenjie Zhang
189
41
0
17 Apr 2020
A Survey on Conversational Recommender Systems
A Survey on Conversational Recommender SystemsACM Computing Surveys (ACM CSUR), 2020
Dietmar Jannach
A. Manzoor
Wanling Cai
Li Chen
257
475
0
01 Apr 2020
Dynamic Knowledge Routing Network For Target-Guided Open-Domain
  Conversation
Dynamic Knowledge Routing Network For Target-Guided Open-Domain ConversationAAAI Conference on Artificial Intelligence (AAAI), 2020
Jinghui Qin
Zheng Ye
Jianheng Tang
Xiaodan Liang
209
35
0
04 Feb 2020
Macaw: An Extensible Conversational Information Seeking Platform
Macaw: An Extensible Conversational Information Seeking PlatformAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2019
Hamed Zamani
Nick Craswell
95
40
0
18 Dec 2019
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation
Queens are Powerful too: Mitigating Gender Bias in Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Emily Dinan
Angela Fan
Adina Williams
Jack Urbanek
Douwe Kiela
Jason Weston
324
217
0
10 Nov 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for
  Goal-oriented Dialogue
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented DialogueConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Luan Tuyen Chau
Anusha Balakrishnan
Pararth Shah
Paul A. Crook
Y-Lan Boureau
Jason Weston
152
119
0
09 Sep 2019
Towards Knowledge-Based Recommender Dialog System
Towards Knowledge-Based Recommender Dialog SystemConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Qibin Chen
Junyang Lin
Yichang Zhang
Ming Ding
Yukuo Cen
Hongxia Yang
Jie Tang
160
284
0
15 Aug 2019
Why Build an Assistant in Minecraft?
Why Build an Assistant in Minecraft?
Arthur Szlam
Jonathan Gray
Kavya Srinet
Yacine Jernite
Armand Joulin
...
Siddharth Goyal
Demi Guo
Dan Rothermel
C. L. Zitnick
Jason Weston
LLMAG
255
31
0
22 Jul 2019
Deep Conversational Recommender in Travel
Deep Conversational Recommender in Travel
Lizi Liao
Ryuichi Takanobu
Yunshan Ma
Xun Yang
Shiyu Huang
Tat-Seng Chua
BDL
158
50
0
25 Jun 2019
Proactive Human-Machine Conversation with Explicit Conversation Goals
Proactive Human-Machine Conversation with Explicit Conversation GoalsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Wenquan Wu
Zhen Guo
Xiangyang Zhou
Hua Wu
Xiyuan Zhang
Rongzhong Lian
Haifeng Wang
209
204
0
13 Jun 2019
Target-Guided Open-Domain Conversation
Target-Guided Open-Domain ConversationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Jianheng Tang
Tiancheng Zhao
Chenyan Xiong
Xiaodan Liang
Eric Xing
Zhiting Hu
201
140
0
28 May 2019
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